diff --git a/.github/actions/quality-gate/action.yaml b/.github/actions/quality-gate/action.yaml
index d209dc90..6fa2fd4d 100644
--- a/.github/actions/quality-gate/action.yaml
+++ b/.github/actions/quality-gate/action.yaml
@@ -19,7 +19,7 @@ runs:
     - name: Validate provider results
       shell: bash
       working-directory: tests/quality
-      run: poetry run make validate
+      run: poetry run make validate provider=${{ inputs.provider }}
 
     - name: Archive the provider state (${{ inputs.provider }})
       if: ${{ failure() }}
diff --git a/poetry.lock b/poetry.lock
index a9975766..03a3ca64 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -65,13 +65,13 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "cachetools"
-version = "5.5.0"
+version = "5.4.0"
 description = "Extensible memoizing collections and decorators"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "cachetools-5.5.0-py3-none-any.whl", hash = "sha256:02134e8439cdc2ffb62023ce1debca2944c3f289d66bb17ead3ab3dede74b292"},
-    {file = "cachetools-5.5.0.tar.gz", hash = "sha256:2cc24fb4cbe39633fb7badd9db9ca6295d766d9c2995f245725a46715d050f2a"},
+    {file = "cachetools-5.4.0-py3-none-any.whl", hash = "sha256:3ae3b49a3d5e28a77a0be2b37dbcb89005058959cb2323858c2657c4a8cab474"},
+    {file = "cachetools-5.4.0.tar.gz", hash = "sha256:b8adc2e7c07f105ced7bc56dbb6dfbe7c4a00acce20e2227b3f355be89bc6827"},
 ]
 
 [[package]]
@@ -405,13 +405,13 @@ toml = ["tomli"]
 
 [[package]]
 name = "cvss"
-version = "3.2"
+version = "3.1"
 description = "CVSS2/3/4 library with interactive calculator for Python 2 and Python 3"
 optional = false
 python-versions = "*"
 files = [
-    {file = "cvss-3.2-py2.py3-none-any.whl", hash = "sha256:e2c2fbc8943c6df83d23c7ad74bb9c5e584c666a9455b013b598e292e5018469"},
-    {file = "cvss-3.2.tar.gz", hash = "sha256:5e8e0f95e9e6c9dec0c2ef38f14153b2c019cfcd2fd6e75b5ad7da80a110fa8b"},
+    {file = "cvss-3.1-py2.py3-none-any.whl", hash = "sha256:092dafc14f9f1c1ac09e25d0d38410e178cf0009479faecff7f585c968f21688"},
+    {file = "cvss-3.1.tar.gz", hash = "sha256:54789edd255d1bc26cc04919f5795e250e9ce2da33b2fc0e8e709f22cb88c5fc"},
 ]
 
 [[package]]
@@ -432,13 +432,13 @@ yaml = ["PyYAML (>=5.3)"]
 
 [[package]]
 name = "dataclasses-json"
-version = "0.6.4"
+version = "0.6.7"
 description = "Easily serialize dataclasses to and from JSON."
 optional = false
-python-versions = ">=3.7,<4.0"
+python-versions = "<4.0,>=3.7"
 files = [
-    {file = "dataclasses_json-0.6.4-py3-none-any.whl", hash = "sha256:f90578b8a3177f7552f4e1a6e535e84293cd5da421fcce0642d49c0d7bdf8df2"},
-    {file = "dataclasses_json-0.6.4.tar.gz", hash = "sha256:73696ebf24936560cca79a2430cbc4f3dd23ac7bf46ed17f38e5e5e7657a6377"},
+    {file = "dataclasses_json-0.6.7-py3-none-any.whl", hash = "sha256:0dbf33f26c8d5305befd61b39d2b3414e8a407bedc2834dea9b8d642666fb40a"},
+    {file = "dataclasses_json-0.6.7.tar.gz", hash = "sha256:b6b3e528266ea45b9535223bc53ca645f5208833c29229e847b3f26a1cc55fc0"},
 ]
 
 [package.dependencies]
@@ -545,20 +545,21 @@ smmap = ">=3.0.1,<6"
 
 [[package]]
 name = "gitpython"
-version = "3.1.41"
+version = "3.1.43"
 description = "GitPython is a Python library used to interact with Git repositories"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "GitPython-3.1.41-py3-none-any.whl", hash = "sha256:c36b6634d069b3f719610175020a9aed919421c87552185b085e04fbbdb10b7c"},
-    {file = "GitPython-3.1.41.tar.gz", hash = "sha256:ed66e624884f76df22c8e16066d567aaa5a37d5b5fa19db2c6df6f7156db9048"},
+    {file = "GitPython-3.1.43-py3-none-any.whl", hash = "sha256:eec7ec56b92aad751f9912a73404bc02ba212a23adb2c7098ee668417051a1ff"},
+    {file = "GitPython-3.1.43.tar.gz", hash = "sha256:35f314a9f878467f5453cc1fee295c3e18e52f1b99f10f6cf5b1682e968a9e7c"},
 ]
 
 [package.dependencies]
 gitdb = ">=4.0.1,<5"
 
 [package.extras]
-test = ["black", "coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre-commit", "pytest (>=7.3.1)", "pytest-cov", "pytest-instafail", "pytest-mock", "pytest-sugar", "sumtypes"]
+doc = ["sphinx (==4.3.2)", "sphinx-autodoc-typehints", "sphinx-rtd-theme", "sphinxcontrib-applehelp (>=1.0.2,<=1.0.4)", "sphinxcontrib-devhelp (==1.0.2)", "sphinxcontrib-htmlhelp (>=2.0.0,<=2.0.1)", "sphinxcontrib-qthelp (==1.0.3)", "sphinxcontrib-serializinghtml (==1.1.5)"]
+test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre-commit", "pytest (>=7.3.1)", "pytest-cov", "pytest-instafail", "pytest-mock", "pytest-sugar", "typing-extensions"]
 
 [[package]]
 name = "greenlet"
@@ -1037,38 +1038,38 @@ files = [
 
 [[package]]
 name = "mypy"
-version = "1.11.2"
+version = "1.11.1"
 description = "Optional static typing for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1118,68 +1119,64 @@ files = [
 
 [[package]]
 name = "orjson"
-version = "3.10.7"
+version = "3.10.6"
 description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "xxhash-3.4.1-pp37-pypy37_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d6322c4291c3ff174dcd104fae41500e75dad12be6f3085d119c2c8a80956c51"},
+    {file = "xxhash-3.4.1-pp37-pypy37_pp73-win_amd64.whl", hash = "sha256:dd59ed668801c3fae282f8f4edadf6dc7784db6d18139b584b6d9677ddde1b6b"},
+    {file = "xxhash-3.4.1-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:92693c487e39523a80474b0394645b393f0ae781d8db3474ccdcead0559ccf45"},
+    {file = "xxhash-3.4.1-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4603a0f642a1e8d7f3ba5c4c25509aca6a9c1cc16f85091004a7028607ead663"},
+    {file = "xxhash-3.4.1-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6fa45e8cbfbadb40a920fe9ca40c34b393e0b067082d94006f7f64e70c7490a6"},
+    {file = "xxhash-3.4.1-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:595b252943b3552de491ff51e5bb79660f84f033977f88f6ca1605846637b7c6"},
+    {file = "xxhash-3.4.1-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:562d8b8f783c6af969806aaacf95b6c7b776929ae26c0cd941d54644ea7ef51e"},
+    {file = "xxhash-3.4.1-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:41ddeae47cf2828335d8d991f2d2b03b0bdc89289dc64349d712ff8ce59d0647"},
+    {file = "xxhash-3.4.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c44d584afdf3c4dbb3277e32321d1a7b01d6071c1992524b6543025fb8f4206f"},
+    {file = "xxhash-3.4.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fd7bddb3a5b86213cc3f2c61500c16945a1b80ecd572f3078ddbbe68f9dabdfb"},
+    {file = "xxhash-3.4.1-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9ecb6c987b62437c2f99c01e97caf8d25660bf541fe79a481d05732e5236719c"},
+    {file = "xxhash-3.4.1-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:696b4e18b7023527d5c50ed0626ac0520edac45a50ec7cf3fc265cd08b1f4c03"},
+    {file = "xxhash-3.4.1.tar.gz", hash = "sha256:0379d6cf1ff987cd421609a264ce025e74f346e3e145dd106c0cc2e3ec3f99a9"},
 ]
 
 [[package]]
@@ -2230,7 +2211,7 @@ name = "yardstick"
 version = "0.0.0"
 description = "Tool for comparing the results from vulnerability scanners"
 optional = false
-python-versions = "^3.9"
+python-versions = ">=3.11,<=3.13"
 files = []
 develop = false
 
@@ -2238,23 +2219,23 @@ develop = false
 click = "^8"
 Colr = "^0.9.1"
 dataclass-wizard = "^0.22.3"
-dataclasses-json = "^0.6.4"
-GitPython = "^3.1.41"
-importlib-metadata = "^7.0.1"
+dataclasses-json = "^0.6.7"
+GitPython = "^3.1.43"
+importlib-metadata = ">=7.0.1,<9.0.0"
 mergedeep = "^1.3.4"
 omitempty = "^0.1.1"
-prompt-toolkit = "^3.0.43"
-Pygments = "^2.17.2"
+prompt-toolkit = "^3.0.47"
+Pygments = "^2.18.0"
 PyYAML = ">= 6.0.0, < 7.0"
-requests = "^2.31.0"
+requests = "^2.32.3"
 rfc3339 = "^6.2"
 tabulate = "^0.9.0"
 
 [package.source]
 type = "git"
 url = "https://github.com/anchore/yardstick"
-reference = "v0.9.2"
-resolved_reference = "90aed9fcf125dde688674874a32f6a0af9767cbf"
+reference = "fe6ae0f3a4399aeae08abc60e98670f6764614c9"
+resolved_reference = "fe6ae0f3a4399aeae08abc60e98670f6764614c9"
 
 [[package]]
 name = "zipp"
@@ -2386,4 +2367,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.11,<=3.13"
-content-hash = "f6753a09f27afe89c54026ee08a4e50c1b07959cc1fc99859025c3acb4036aff"
+content-hash = "e78d4c609c2ee2213e75834616e30b92c27ca4a593f801c201382c380c771abf"
diff --git a/pyproject.toml b/pyproject.toml
index fdafee32..564caf96 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -78,7 +78,8 @@ mypy = "^1.1"
 radon = ">=5.1,<7.0"
 dunamai = "^1.15.0"
 ruff = ">=0.5.1,<0.5.7"
-yardstick = {git = "https://github.com/anchore/yardstick", rev = "v0.9.2"}
+yardstick = {git = "https://github.com/anchore/yardstick", rev = "fe6ae0f3a4399aeae08abc60e98670f6764614c9"}
+# yardstick = {path = "../yardstick", develop=true }
 tabulate = "0.9.0"
 tox = "^4.11.3"
 
diff --git a/tests/quality/Makefile b/tests/quality/Makefile
index d4b1b291..1dac65da 100644
--- a/tests/quality/Makefile
+++ b/tests/quality/Makefile
@@ -26,7 +26,8 @@ all: capture validate ## Fetch or capture all data and run all quality checks
 
 .PHONY: validate
 validate:  ## Run all quality checks against already collected data
-	poetry run ./gate.py
+	poetry run ./validate-namespaces.py
+	poetry run yardstick validate --result-set $(RESULT_SET)_$(provider)
 
 
 ## Data management targets #################################
@@ -61,16 +62,16 @@ build-db:  ## Build a grype database for the given provider
 
 .PHONY: vulns
 vulns: ## Collect and store all grype results
-	poetry run yardstick -v result capture -r $(RESULT_SET)
+	poetry run yardstick -v result capture -r $(RESULT_SET)_$(provider)
 
 .PHONY: sboms
 sboms: $(YARDSTICK_RESULT_DIR) clear-results ## Collect and store all syft results (deletes all existing results)
-	bash -c "make download-sboms || (yardstick -v result capture -r $(RESULT_SET) --only-producers)"
+	bash -c "make download-sboms || (yardstick -v result capture -r $(RESULT_SET)_$(provider) --only-producers)"
 
 .PHONY: download-sboms
 download-sboms:
 	cd vulnerability-match-labels && make venv
-	bash -c "export ORAS_CACHE=$(shell pwd)/.oras-cache && . vulnerability-match-labels/venv/bin/activate && ./vulnerability-match-labels/sboms.py download -r $(RESULT_SET)"
+	bash -c "export ORAS_CACHE=$(shell pwd)/.oras-cache && . vulnerability-match-labels/venv/bin/activate && ./vulnerability-match-labels/sboms.py download -r $(RESULT_SET)_$(provider)"
 
 $(YARDSTICK_RESULT_DIR):
 	mkdir -p $(YARDSTICK_RESULT_DIR)
diff --git a/tests/quality/README.md b/tests/quality/README.md
index f29fc349..f3cb7c14 100644
--- a/tests/quality/README.md
+++ b/tests/quality/README.md
@@ -36,7 +36,7 @@ While developing it may be useful to only run one provider for rapid troubleshoo
 
 ```
 make capture provider=github
-make validate
+make validate provider=github
 ```
 
 ## What is the quality gate criteria
@@ -51,6 +51,8 @@ specifically with the following criteria:
    release
  - otherwise, pass
 
+These criteria are configured per provider in `tests/quality/config.yaml`.
+
 F1 score is the primary way that tool matching performance is characterized. F1
 score combines the TP, FP, and FN counts into a single metric between 0 and 1.
 Ideally the F1 score for an image-tool pair should be 1. F1 score is a good way
@@ -113,7 +115,7 @@ To reduce the eroding value over time we've decided to change as many moving
 targets into fixed targets as possible:
 
 - Vulnerability results beyond a particular year are ignored (the current config
-  allows for <= 2020). Though there are still retroactive CVEs created, this
+  allows for <= 2021). Though there are still retroactive CVEs created, this
   helps a lot in terms of keeping vulnerability results relatively stable.
 
 - SBOMs are used as input into grype instead of the raw container images. This
@@ -144,14 +146,18 @@ to keep in mind:
   assets that are no longer useful for comparison, but this should rarely be
   done.
 
-- Consider not changing the CVE year max-ceiling (currently set to 2020).
+- Consider not changing the CVE year max-ceiling (currently set to 2021).
   Pushing this ceiling will likely raise the number of unlabled matches
   significantly for all images. Only bump this ceiling if all possible matches
   are labeled.
 
+- If the CVE year max-ceiling needs to be pushed, try to push it only for one
+  provider. That is, edit the max-year value on the validation for that
+  provider in `tests/quality/config.yaml`.
+
 ## Workflow
 
-One way of working is to simply run `yardstick` and `gate.py` in the `test/quality` directory.
+One way of working is to simply run `yardstick` in the `test/quality` directory.
 You will need to make sure the `vulnerabilty-match-labels` submodule has been initialized. This happens automatically
 for some `make` commands, but you can ensure this by `git submodule update --init`. After the submodule has been
 initialized, the match data from `vulnerabilty-match-labels` will be available locally.
@@ -174,7 +180,7 @@ After `make capture` has finished, we should have results and can now start insp
 modifying the comparison labels.
 
 To get started, let's assume we see some quality gate failure in like this (something found in CI
-or after running `./gate.py`):
+or after running `yardstick validate --result-set pr_vs_latest_via_sbom`):
 ```
 Running comparison against labels...
    Results used:
@@ -218,7 +224,7 @@ At this point you can run the quality gate using updated label data. The quality
 just one image, for example the image we first found in the failure, so run the quality gate and see
 how changes to the label data have affected the result:
 ```shell
-./gate.py --image docker.io/anchore/test_images@sha256:808f6cf3cf4473eb39ff9bb47ead639d2ed71255b75b9b140162b58c6102bcc9
+yardstick validate -r pr_vs_latest_via_sbom --image docker.io/anchore/test_images@sha256:808f6cf3cf4473eb39ff9bb47ead639d2ed71255b75b9b140162b58c6102bcc9
 ```
 
 After iterating on all the changes we need using `yardstick label explore`, we're now ready to commit changes. Since
@@ -307,7 +313,8 @@ like this:
 (venv) user@HOST quality %
 ```
 
-Now you should be able to run both `yardstick` and `./gate.py`.
+Now you should be able to run both `yardstick` to see and update labels and
+`make validate provider=<some provider` to validate the results.
 
 ## Troubleshooting
 
diff --git a/tests/quality/config.yaml b/tests/quality/config.yaml
index 5c293b65..ee47ca00 100644
--- a/tests/quality/config.yaml
+++ b/tests/quality/config.yaml
@@ -1,3 +1,10 @@
+x-ref:
+  validations: &standard-validations
+    - max-f1-regression: 0.0
+      max-new-false-negatives: 00
+      max-unlabeled-percent: 10
+      max_year: 2021
+      candidate_tool_label: custom-db
 yardstick:
   default_max_year: 2021
 
@@ -31,6 +38,7 @@ yardstick:
       #  - this version should ALWAYS match that of the other "grype" tool above
       version: latest
       takes: SBOM
+      label: reference
 
 grype_db:
   # values:
@@ -71,8 +79,11 @@ tests:
       - alpine:distro:alpine:3.19
       - alpine:distro:alpine:3.20
       - alpine:distro:alpine:edge
+      - nvd:cpe # alpine lists fixes to NVD entries, so NVD entries are also expected
+    validations: *standard-validations
 
   - provider: amazon
+    validations: *standard-validations
     images:
       - docker.io/amazonlinux:2@sha256:1301cc9f889f21dc45733df9e58034ac1c318202b4b0f0a08d88b3fdc03004de
       - docker.io/anchore/test_images:vulnerabilities-amazonlinux-2-5c26ce9@sha256:cf742eca189b02902a0a7926ac3fbb423e799937bf4358b0d2acc6cc36ab82aa
@@ -92,6 +103,7 @@ tests:
       - ghcr.io/chainguard-images/scanner-test:latest@sha256:59bddc101fba0c45d5c093575c6bc5bfee7f0e46ff127e6bb4e5acaaafb525f9
     expected_namespaces:
       - chainguard:distro:chainguard:rolling
+    validations: *standard-validations
 
   - provider: debian
     # ideally we would not use cache, however, the in order to test if we are properly keeping the processing
@@ -144,6 +156,7 @@ tests:
       - github:language:ruby
       - github:language:rust
       - github:language:swift
+    validations: *standard-validations
 
   - provider: mariner
     images:
@@ -151,12 +164,14 @@ tests:
     expected_namespaces:
       - mariner:distro:mariner:1.0
       - mariner:distro:mariner:2.0
+    validations: *standard-validations
 
   - provider: nvd
     images:
       - docker.io/busybox:1.28.1@sha256:2107a35b58593c58ec5f4e8f2c4a70d195321078aebfadfbfb223a2ff4a4ed21
     expected_namespaces:
       - nvd:cpe
+    validations: *standard-validations
 
   - provider: oracle
     additional_trigger_globs:
@@ -170,6 +185,7 @@ tests:
       - oracle:distro:oraclelinux:7
       - oracle:distro:oraclelinux:8
       - oracle:distro:oraclelinux:9
+    validations: *standard-validations
 
   - provider: rhel
     # ideally we would not use cache, however, the ubuntu provider is currently very expensive to run.
@@ -185,6 +201,7 @@ tests:
       - docker.io/anchore/test_images:appstreams-centos-stream-8-1a287dd@sha256:808f6cf3cf4473eb39ff9bb47ead639d2ed71255b75b9b140162b58c6102bcc9
       - docker.io/anchore/test_images:appstreams-rhel-8-1a287dd@sha256:524ff8a75f21fd886ec7ed82387766df386671e8b77e898d05786118d5b7880b
       - docker.io/anchore/test_images:vulnerabilities-centos@sha256:746d31247006cc06434ce91ccf3523b2c230ff6c378ffed7ca1c60bbb48ea86f
+    validations: *standard-validations
 
     expected_namespaces:
       - redhat:distro:redhat:5
@@ -220,6 +237,7 @@ tests:
       - sles:distro:sles:15.4
       - sles:distro:sles:15.5
       - sles:distro:sles:15.6
+    validations: *standard-validations
 
   - provider: ubuntu
     # ideally we would not use cache, however, the ubuntu provider is currently very expensive to run.
@@ -256,6 +274,7 @@ tests:
       - ubuntu:distro:ubuntu:23.04
       - ubuntu:distro:ubuntu:23.10
       - ubuntu:distro:ubuntu:24.04
+    validations: *standard-validations
 
   - provider: wolfi
     additional_providers:
@@ -265,3 +284,4 @@ tests:
       - cgr.dev/chainguard/wolfi-base:latest-20221001@sha256:be3834598c3c4b76ace6a866edcbbe1fa18086f9ee238b57769e4d230cd7d507
     expected_namespaces:
       - wolfi:distro:wolfi:rolling
+    validations: *standard-validations
diff --git a/tests/quality/configure.py b/tests/quality/configure.py
index 83fab77b..c905adae 100644
--- a/tests/quality/configure.py
+++ b/tests/quality/configure.py
@@ -23,6 +23,7 @@
     ResultSet,
     ScanMatrix,
     Tool,
+    Validation,
 )
 from yardstick.cli.config import Application as YardstickApplication
 
@@ -58,6 +59,7 @@ class Test:
     provider: str
     use_cache: bool = False
     images: list[str] = field(default_factory=list)
+    validations: list[Validation] = field(default_factory=list)
     additional_providers: list[AdditionalProvider] = field(default_factory=list)
     additional_trigger_globs: list[str] = field(default_factory=list)
     expected_namespaces: list[str] = field(default_factory=list)
@@ -100,20 +102,30 @@ def load(cls, path: str = "") -> "Config":
         return cfg
 
     def yardstick_application_config(self, test_configurations: list[Test]) -> Application:
+        # tests is the set of providers explicitly requested
+        # each provider is associated with the set of images it needs to scan
+        # and the set of validations it needs to perform.
         images = []
         for test in test_configurations:
             images += test.images
+            for validation in test.validations:
+                if test.expected_namespaces:
+                    validation.allowed_namespaces = test.expected_namespaces
+
+        def result_set_from_test(t: Test) -> ResultSet:
+            return ResultSet(
+                description=f"latest vulnerability data vs current vunnel data with latest grype tooling (via SBOM ingestion) for {test.provider}",
+                validations=test.validations,
+                matrix=ScanMatrix(
+                    images=t.images,
+                    tools=self.yardstick.tools,
+                ),
+            )
+
+        result_sets = {f"pr_vs_latest_via_sbom_{test.provider}": result_set_from_test(test) for test in test_configurations}
         return Application(
             default_max_year=self.yardstick.default_max_year,
-            result_sets={
-                "pr_vs_latest_via_sbom": ResultSet(
-                    description="latest vulnerability data vs current vunnel data with latest grype tooling (via SBOM ingestion)",
-                    matrix=ScanMatrix(
-                        images=images,
-                        tools=self.yardstick.tools,
-                    ),
-                ),
-            },
+            result_sets=result_sets,
         )
 
     def test_configuration_by_provider(self, provider: str) -> Test | None:
@@ -284,6 +296,7 @@ def write_yardstick_config(cfg: Application, path: str = ".yardstick.yaml"):
 
 
 def write_grype_db_config(providers: set[str], path: str = ".grype-db.yaml"):
+    logging.info(f"writing grype-db config to {path!r}")
     with open(path, "w") as f:
         f.write(
             """
@@ -462,6 +475,7 @@ def configure(cfg: Config, provider_names: list[str]):
 
     providers = set(cached_providers + uncached_providers)
 
+    logging.info(f"writing grype-db config for {' '.join(providers)}")
     write_grype_db_config(providers)
     write_yardstick_config(yardstick_app_cfg)
 
@@ -601,8 +615,8 @@ def build_db(cfg: Config):
         subprocess.run(["vunnel", "-v", "run", provider], check=True)
 
     logging.info("building DB")
-    subprocess.run([GRYPE_DB, "build", "-v"], check=True)
-    subprocess.run([GRYPE_DB, "package", "-v"], check=True)
+    subprocess.run([GRYPE_DB, "build", "-v", "-c", ".grype-db.yaml"], check=True)
+    subprocess.run([GRYPE_DB, "package", "-v", "-c", ".grype-db.yaml"], check=True)
 
     archives = glob.glob(f"{build_dir}/*.tar.gz")
     if not archives:
diff --git a/tests/quality/gate.py b/tests/quality/gate.py
deleted file mode 100755
index 7d10daa6..00000000
--- a/tests/quality/gate.py
+++ /dev/null
@@ -1,462 +0,0 @@
-#!/usr/bin/env python3
-from __future__ import annotations
-import re
-import sys
-from dataclasses import InitVar, dataclass, field
-from typing import Any
-
-import click
-import yardstick
-from tabulate import tabulate
-from yardstick import artifact, comparison, store, utils
-from yardstick.cli import config, display
-from configure import Config, read_config_state
-
-# see the .yardstick.yaml configuration for details
-default_result_set = "pr_vs_latest_via_sbom"
-yardstick.utils.grype_db.raise_on_failure(False)
-
-
-@dataclass
-class Gate:
-    label_comparisons: InitVar[list[comparison.AgainstLabels] | None]
-    label_comparison_stats: InitVar[comparison.ImageToolLabelStats | None]
-
-    reasons: list[str] = field(default_factory=list)
-
-    def __post_init__(
-        self,
-        label_comparisons: list[comparison.AgainstLabels] | None,
-        label_comparison_stats: comparison.ImageToolLabelStats | None,
-    ):
-        if not label_comparisons and not label_comparison_stats:
-            return
-
-        reasons = []
-
-        # - fail when current F1 score drops below last release F1 score (or F1 score is indeterminate)
-        # - fail when indeterminate % > 10%
-        # - fail when there is a rise in FNs
-        latest_release_tool, current_tool = guess_tool_orientation(label_comparison_stats.tools)
-
-        latest_release_comparisons_by_image = {
-            comp.config.image: comp for comp in label_comparisons if comp.config.tool == latest_release_tool
-        }
-        current_comparisons_by_image = {comp.config.image: comp for comp in label_comparisons if comp.config.tool == current_tool}
-
-        # this doesn't make sense in all cases, especially if we aren't failing any other gates against the current changes
-        # we might want this in the future to protect against no labels for images in an edge case, but that reason is not
-        # currently apparent
-        # for image, comp in latest_release_comparisons_by_image.items():
-        #     if comp.summary.indeterminate_percent > 10:
-        #         reasons.append(
-        #             f"latest indeterminate matches % is greater than 10%: {bcolors.BOLD+bcolors.UNDERLINE}current={comp.summary.indeterminate_percent:0.2f}%{bcolors.RESET} image={image}",
-        #         )
-
-        for image, comp in current_comparisons_by_image.items():
-            latest_f1_score = latest_release_comparisons_by_image[image].summary.f1_score
-            current_f1_score = comp.summary.f1_score
-            if current_f1_score < latest_f1_score:
-                reasons.append(
-                    f"current F1 score is lower than the latest release F1 score: {bcolors.BOLD+bcolors.UNDERLINE}current={current_f1_score:0.2f} latest={latest_f1_score:0.2f}{bcolors.RESET} image={image}",
-                )
-
-            if comp.summary.indeterminate_percent > 10:
-                reasons.append(
-                    f"current indeterminate matches % is greater than 10%: {bcolors.BOLD+bcolors.UNDERLINE}current={comp.summary.indeterminate_percent:0.2f}%{bcolors.RESET} image={image}",
-                )
-
-            latest_fns = latest_release_comparisons_by_image[image].summary.false_negatives
-            current_fns = comp.summary.false_negatives
-            if current_fns > latest_fns:
-                reasons.append(
-                    f"current false negatives is greater than the latest release false negatives: {bcolors.BOLD+bcolors.UNDERLINE}current={current_fns} latest={latest_fns}{bcolors.RESET} image={image}",
-                )
-
-        self.reasons = reasons
-
-    def passed(self):
-        return len(self.reasons) == 0
-
-
-def guess_tool_orientation(tools: list[str]):
-    if len(tools) != 2:
-        raise RuntimeError("expected 2 tools, got %s" % tools)
-
-    current_tool = None
-    latest_release_tool = None
-    for tool in tools:
-        if tool.split("@")[-1] == "latest":
-            latest_release_tool = tool
-            continue
-        current_tool = tool
-
-    if latest_release_tool is None:
-        # "latest" value isn't accessible, so we do a best guess at which version is latest
-        latest_release_tool, current_tool = sorted(tools)
-
-    if current_tool is None:
-        raise ValueError("current tool not found")
-    return latest_release_tool, current_tool
-
-
-class bcolors:
-    HEADER = "\033[95m"
-    OKBLUE = "\033[94m"
-    OKCYAN = "\033[96m"
-    OKGREEN = "\033[92m"
-    WARNING = "\033[93m"
-    FAIL = "\033[91m"
-    BOLD = "\033[1m"
-    UNDERLINE = "\033[4m"
-    RESET = "\033[0m"
-
-
-def show_results_used(results: list[artifact.ScanResult]):
-    print("   Results used:")
-    for idx, result in enumerate(results):
-        branch = "├──"
-        if idx == len(results) - 1:
-            branch = "└──"
-        print(f"    {branch} {result.ID} : {result.config.tool_name}@{result.config.tool_version} against {result.config.image}")
-    print()
-
-
-def get_namespaces_from_db() -> list[str]:
-    # open sqlite db at build/vulnerability.db and get a list of unique values in the namespace column
-    import sqlite3
-
-    # TODO: this is hardcoded, but should be configurable or key off of yardstick config
-    conn = sqlite3.connect("build/vulnerability.db")
-    c = conn.cursor()
-    c.execute("SELECT DISTINCT namespace FROM vulnerability")
-    actual_namespaces = [row[0] for row in c.fetchall()]
-
-    # validate that the namespaces we got are 100% what we expect. If there are any missing or extra namespaces we should fail
-    config = Config.load()
-    state = read_config_state()
-    providers = state.cached_providers + state.uncached_providers
-
-    expected_namespaces = []
-    for test in config.tests:
-        if test.provider in providers:
-            expected_namespaces.extend(test.expected_namespaces)
-
-    extra = set(actual_namespaces) - set(expected_namespaces)
-    missing = set(expected_namespaces) - set(actual_namespaces)
-    if extra or missing:
-        raise RuntimeError(f"mismatched namespaces:\nextra:   {extra}\nmissing: {missing}")
-
-    return actual_namespaces
-
-
-def validate(
-    cfg: config.Application,
-    result_set: str,
-    images: list[str],
-    always_run_label_comparison: bool,
-    verbosity: int,
-    label_entries: list[artifact.LabelEntry] | None = None,
-):
-    print(f"{bcolors.HEADER}{bcolors.BOLD}Validating with {result_set!r}", bcolors.RESET, "\n")
-    result_set_obj = store.result_set.load(name=result_set)
-
-    namespaces = get_namespaces_from_db()
-    print(f"{bcolors.HEADER}{bcolors.BOLD}Restricting results to the following DB namespaces:", bcolors.RESET)
-    for namespace in namespaces:
-        print(f" - {namespace}")
-
-    print()
-    print(f"{bcolors.HEADER}{bcolors.BOLD}Configuration:", bcolors.RESET)
-    print("   max year limit:", cfg.default_max_year)
-
-    ret = []
-    for image, result_states in result_set_obj.result_state_by_image.items():
-        if images and image not in images:
-            print("Skipping image:", image)
-            continue
-        print()
-        print("Testing image:", image)
-        for state in result_states:
-            print("   ", f"with {state.request.tool}")
-        print()
-
-        gate = validate_image(
-            cfg,
-            descriptions=[s.config.path for s in result_states],
-            always_run_label_comparison=always_run_label_comparison,
-            verbosity=verbosity,
-            namespaces=namespaces,
-            label_entries=label_entries,
-        )
-        ret.append(gate)
-
-        failure = not gate.passed()
-        if failure:
-            print(f"{bcolors.FAIL}{bcolors.BOLD}Failed quality gate{bcolors.RESET}")
-        for reason in gate.reasons:
-            print(f"   - {reason}")
-
-        print()
-        size = 120
-        print("▁" * size)
-        print("░" * size)
-        print("▔" * size)
-    return ret
-
-
-def matches_filter_by_namespaces(matches: list[artifact.Match], namespaces) -> list[artifact.Match]:
-    ret = []
-    for match in matches:
-        if utils.dig(match.fullentry, "vulnerability", "namespace") in namespaces:
-            ret.append(match)
-    return ret
-
-
-def validate_image(
-    cfg: config.Application,
-    descriptions: list[str],
-    always_run_label_comparison: bool,
-    verbosity: int,
-    namespaces: list[str],
-    label_entries: list[artifact.LabelEntry] | None = None,
-):
-    def matches_filter(matches):
-        return matches_filter_by_namespaces(matches, namespaces)
-
-    # do a relative comparison
-    # - show comparison summary (no gating action)
-    # - list out all individual match differences
-
-    print(f"{bcolors.HEADER}Running relative comparison...", bcolors.RESET)
-    relative_comparison = yardstick.compare_results(
-        descriptions=descriptions,
-        year_max_limit=cfg.default_max_year,
-        matches_filter=matches_filter,
-    )
-    show_results_used(relative_comparison.results)
-
-    # show the relative comparison results
-    if verbosity > 0:
-        details = verbosity > 1
-        display.preserved_matches(relative_comparison, details=details, summary=True, common=False)
-        print()
-
-    # bail if there are no differences found
-    if not always_run_label_comparison and not sum(
-        [len(relative_comparison.unique[result.ID]) for result in relative_comparison.results],
-    ):
-        print("no differences found between tool results")
-        return Gate(None, None)
-
-    # do a label comparison
-    print(f"{bcolors.HEADER}Running comparison against labels...", bcolors.RESET)
-    results, label_entries, comparisons_by_result_id, stats_by_image_tool_pair = yardstick.compare_results_against_labels(
-        descriptions=descriptions,
-        year_max_limit=cfg.default_max_year,
-        label_entries=label_entries,
-        matches_filter=matches_filter,
-    )
-    show_results_used(results)
-
-    if verbosity > 0:
-        show_fns = verbosity > 1
-        display.label_comparison(
-            results,
-            comparisons_by_result_id,
-            stats_by_image_tool_pair,
-            show_fns=show_fns,
-            show_summaries=True,
-        )
-
-    latest_release_tool, current_tool = guess_tool_orientation([r.config.tool for r in results])
-
-    # show the relative comparison unique differences paired up with label conclusions (TP/FP/FN/TN/Unknown)
-    all_rows: list[list[Any]] = []
-    for result in relative_comparison.results:
-        label_comparison = comparisons_by_result_id[result.ID]
-        for unique_match in relative_comparison.unique[result.ID]:
-            labels = label_comparison.labels_by_match[unique_match.ID]
-            if not labels:
-                label = "(unknown)"
-            elif len(set(labels)) > 1:
-                label = ", ".join([l.name for l in labels])
-            else:
-                label = labels[0].name
-
-            color = ""
-            commentary = ""
-            if result.config.tool == latest_release_tool:
-                # the tool which found the unique result is the latest release tool...
-                if label == artifact.Label.TruePositive.name:
-                    # drats! we missed a case (this is a new FN)
-                    color = bcolors.FAIL
-                    commentary = "(this is a new FN 😱)"
-                elif artifact.Label.FalsePositive.name in label:
-                    # we got rid of a FP! ["hip!", "hip!"]
-                    color = bcolors.OKBLUE
-                    commentary = "(got rid of a former FP 🙌)"
-            else:
-                # the tool which found the unique result is the current tool...
-                if label == artifact.Label.TruePositive.name:
-                    # highest of fives! we found a new TP that the previous tool release missed!
-                    color = bcolors.OKBLUE
-                    commentary = "(this is a new TP 🙌)"
-                elif artifact.Label.FalsePositive.name in label:
-                    # welp, our changes resulted in a new FP... not great, maybe not terrible?
-                    color = bcolors.FAIL
-                    commentary = "(this is a new FP 😱)"
-
-            all_rows.append(
-                [
-                    f"{color}{result.config.tool} ONLY{bcolors.RESET}",
-                    f"{color}{unique_match.package.name}@{unique_match.package.version}{bcolors.RESET}",
-                    f"{color}{unique_match.vulnerability.id}{bcolors.RESET}",
-                    f"{color}{label}{bcolors.RESET}",
-                    f"{commentary}",
-                ],
-            )
-
-    def escape_ansi(line):
-        ansi_escape = re.compile(r"(?:\x1B[@-_]|[\x80-\x9F])[0-?]*[ -/]*[@-~]")
-        return ansi_escape.sub("", line)
-
-    # sort but don't consider ansi escape codes
-    all_rows = sorted(all_rows, key=lambda x: escape_ansi(str(x[0] + x[1] + x[2] + x[3])))
-    if len(all_rows) == 0:
-        print("No differences found between tooling (with labels)")
-    else:
-        print("Match differences between tooling (with labels):")
-        indent = "   "
-        print(
-            indent
-            + tabulate(
-                [["TOOL PARTITION", "PACKAGE", "VULNERABILITY", "LABEL", "COMMENTARY"], *all_rows],
-                tablefmt="plain",
-            ).replace("\n", "\n" + indent)
-            + "\n",
-        )
-
-    # populate the quality gate with data that can evaluate pass/fail conditions
-    return Gate(label_comparisons=comparisons_by_result_id.values(), label_comparison_stats=stats_by_image_tool_pair)
-
-
-@click.command()
-@click.option(
-    "--image",
-    "-i",
-    "images",
-    multiple=True,
-    help="filter down to one or more images to validate with (don't use the full result set)",
-)
-@click.option(
-    "--label-comparison",
-    "-l",
-    "always_run_label_comparison",
-    is_flag=True,
-    help="run label comparison irregardless of relative comparison results",
-)
-@click.option("--breakdown-by-ecosystem", "-e", is_flag=True, help="show label comparison results broken down by ecosystem")
-@click.option("--verbose", "-v", "verbosity", count=True, help="show details of all comparisons")
-@click.option("--result-set", "-r", default=default_result_set, help="the result set to use for the quality gate")
-def main(images: list[str], always_run_label_comparison: bool, breakdown_by_ecosystem: bool, verbosity: int, result_set: str):
-    cfg = config.load()
-    setup_logging(verbosity)
-
-    # let's not load any more labels than we need to, base this off of the images we're validating
-    if not images:
-        images = set()
-        result_set_obj = store.result_set.load(name=result_set)
-        for state in result_set_obj.state:
-            images.add(state.config.image)
-        images = sorted(images)
-
-    print("Loading label entries...", end=" ")
-    label_entries = store.labels.load_for_image(images, year_max_limit=cfg.default_max_year)
-    print(f"done! {len(label_entries)} entries loaded")
-
-    result_sets = [result_set]  # today only one result set is supported, but more can be added
-    gates = []
-    for result_set in result_sets:
-        gates.extend(
-            validate(
-                cfg,
-                result_set,
-                images=images,
-                always_run_label_comparison=always_run_label_comparison,
-                verbosity=verbosity,
-                label_entries=label_entries,
-            ),
-        )
-        print()
-
-        if breakdown_by_ecosystem:
-            print(f"{bcolors.HEADER}Breaking down label comparison by ecosystem performance...", bcolors.RESET)
-            results_by_image, label_entries, stats = yardstick.compare_results_against_labels_by_ecosystem(
-                result_set=result_set,
-                year_max_limit=cfg.default_max_year,
-                label_entries=label_entries,
-            )
-            display.labels_by_ecosystem_comparison(
-                results_by_image,
-                stats,
-                show_images_used=False,
-            )
-            print()
-
-    failure = not all(gate.passed() for gate in gates)
-    if failure:
-        print("Reasons for quality gate failure:")
-    for gate in gates:
-        for reason in gate.reasons:
-            print(f"   - {reason}")
-
-    if failure:
-        print()
-        print(f"{bcolors.FAIL}{bcolors.BOLD}Quality gate FAILED{bcolors.RESET}")
-        sys.exit(1)
-    else:
-        print(f"{bcolors.OKGREEN}{bcolors.BOLD}Quality gate passed!{bcolors.RESET}")
-
-
-def setup_logging(verbosity: int):
-    # pylint: disable=redefined-outer-name, import-outside-toplevel
-    import logging.config
-
-    if verbosity in [0, 1, 2]:
-        log_level = "WARN"
-    elif verbosity == 3:
-        log_level = "INFO"
-    else:
-        log_level = "DEBUG"
-
-    logging.config.dictConfig(
-        {
-            "version": 1,
-            "formatters": {
-                "standard": {
-                    # [%(module)s.%(funcName)s]
-                    "format": "%(asctime)s [%(levelname)s] %(message)s",
-                    "datefmt": "",
-                },
-            },
-            "handlers": {
-                "default": {
-                    "level": log_level,
-                    "formatter": "standard",
-                    "class": "logging.StreamHandler",
-                    "stream": "ext://sys.stderr",
-                },
-            },
-            "loggers": {
-                "": {  # root logger
-                    "handlers": ["default"],
-                    "level": log_level,
-                },
-            },
-        },
-    )
-
-
-if __name__ == "__main__":
-    main()
diff --git a/tests/quality/validate-namespaces.py b/tests/quality/validate-namespaces.py
new file mode 100755
index 00000000..366ce735
--- /dev/null
+++ b/tests/quality/validate-namespaces.py
@@ -0,0 +1,59 @@
+#!/usr/bin/env python3
+from __future__ import annotations
+
+import click
+from configure import Config, read_config_state
+
+
+class bcolors:
+    HEADER = "\033[95m"
+    OKBLUE = "\033[94m"
+    OKCYAN = "\033[96m"
+    OKGREEN = "\033[92m"
+    WARNING = "\033[93m"
+    FAIL = "\033[91m"
+    BOLD = "\033[1m"
+    UNDERLINE = "\033[4m"
+    RESET = "\033[0m"
+
+
+def validate_namespaces_in_db() -> list[str]:
+    # open sqlite db at build/vulnerability.db and get a list of unique values in the namespace column
+    import sqlite3
+
+    # TODO: this is hardcoded, but should be configurable or key off of yardstick config
+    conn = sqlite3.connect("build/vulnerability.db")
+    c = conn.cursor()
+    c.execute("SELECT DISTINCT namespace FROM vulnerability")
+    actual_namespaces = [row[0] for row in c.fetchall()]
+
+    # validate that the namespaces we got are 100% what we expect. If there are any missing or extra namespaces we should fail
+    config = Config.load()
+    state = read_config_state()
+    providers = state.cached_providers + state.uncached_providers
+
+    expected_namespaces = []
+    for test in config.tests:
+        if test.provider in providers:
+            expected_namespaces.extend(test.expected_namespaces)
+
+    extra = set(actual_namespaces) - set(expected_namespaces)
+    missing = set(expected_namespaces) - set(actual_namespaces)
+    if extra or missing:
+        raise RuntimeError(f"mismatched namespaces:\nextra:   {extra}\nmissing: {missing}")
+
+    return actual_namespaces
+
+
+@click.command()
+def main():
+    print(f"{bcolors.HEADER}{bcolors.BOLD}Asserting that all and only expected namespaces are found:", bcolors.RESET)
+    namespaces = validate_namespaces_in_db()
+    print(f"Found the following namespaces:")
+    for namespace in namespaces:
+        print(f"   - {namespace}")
+    print(f"{bcolors.BOLD}{bcolors.OKBLUE}Success!{bcolors.RESET}")
+
+
+if __name__ == "__main__":
+    main()