Freshness is visible. Evidence changes are deliberate.
Calculator maintenance checks primary sources and prepares reviewed updates. Measured run receipts remain immutable. Source health and historical benchmark evidence are shown separately.
Source checks are dated below. Calculator inputs and recorded benchmarks have separate review dates.
SOURCE HEALTHstale
Last check: 2026-09-27 03:43 UTC · 3 changes for review · 0 unavailable
Inspect source health →This page shows the last published source check and marks the snapshot stale after 72 hours without a new check. Unavailable or changed sources keep their earlier verified dates until the relevant facts are reviewed. Source checks do not renew benchmark or runtime-review dates.
Bounded data updates require source review, regression checks and verified publication. Calculation, consent and evidence-policy changes require explicit review. Read the evidence standard.
| Source | Status | Last verified | What was checked |
|---|---|---|---|
| dgx-hardware | unchanged | 2026-09-27 03:43 UTC | reviewed-document-text-and-required-termsNormalized document text matches the agent-reviewed text baseline; required terms remain present. HTML-only changes do not refresh benchmark or compatibility review dates. |
| dgx-uma | unchanged | 2026-09-27 03:43 UTC | reviewed-document-text-and-required-termsNormalized document text matches the agent-reviewed text baseline; required terms remain present. HTML-only changes do not refresh benchmark or compatibility review dates. |
| ollama-gpu | unchanged | 2026-09-27 03:43 UTC | reviewed-document-text-and-required-termsNormalized document text matches the agent-reviewed text baseline; required terms remain present. HTML-only changes do not refresh benchmark or compatibility review dates. |
| ollama-linux | unchanged | 2026-09-27 03:43 UTC | reviewed-document-text-and-required-termsNormalized document text matches the agent-reviewed text baseline; required terms remain present. HTML-only changes do not refresh benchmark or compatibility review dates. |
| spark-ollama | review-required | 2026-09-21 23:56 UTC | document-text-and-required-termsFirst document text observation; agent must review claims before approving this baseline. |
| spark-llamacpp | changed | 2026-09-21 23:56 UTC | required-source-termsA reviewed source term is missing; semantic review is required. |
| llama-model-card | unchanged | 2026-09-27 03:43 UTC | reviewed-document-and-required-termsFetched document matches the agent-reviewed source ledger; required terms remain present. |
| llama-model | unchanged | 2026-09-27 03:43 UTC | huggingface-modelReviewed structured source fields match. |
| qwen-model | unchanged | 2026-09-27 03:43 UTC | huggingface-modelReviewed structured source fields match. |
| qwen122-config | unchanged | 2026-09-27 03:43 UTC | huggingface-configReviewed structured source fields match. |
| llama3.3-70b-instruct-ollama-q4-manifest | unchanged | 2026-09-27 03:43 UTC | ollama-manifestReviewed structured source fields match. |
| llama3.3-70b-instruct-ollama-q5-manifest | unchanged | 2026-09-27 03:43 UTC | ollama-manifestReviewed structured source fields match. |
| llama3.3-70b-instruct-ollama-q6-manifest | unchanged | 2026-09-27 03:43 UTC | ollama-manifestReviewed structured source fields match. |
| llama3.3-70b-instruct-ollama-q8-manifest | unchanged | 2026-09-27 03:43 UTC | ollama-manifestReviewed structured source fields match. |
| qwen3.5-122b-a10b-ollama-q4-manifest | unchanged | 2026-09-27 03:43 UTC | ollama-manifestReviewed structured source fields match. |
| qwen3-8b-ollama-q8-manifest | unchanged | 2026-09-27 03:43 UTC | ollama-manifestReviewed structured source fields match. |
| qwen3-32b-ollama-q8-manifest | unchanged | 2026-09-27 03:43 UTC | ollama-manifestReviewed structured source fields match. |
| llama3.3-70b-instruct-q4_K_M-header | pinned-evidence | 2026-09-06 04:52 UTC | immutable-artifact-headerPinned header evidence retained; manifest digest is checked separately. Model weights are never fetched by the controller. |
| qwen3.5-122b-a10b-q4_K_M-header | pinned-evidence | 2026-09-06 04:52 UTC | immutable-artifact-headerPinned header evidence retained; manifest digest is checked separately. Model weights are never fetched by the controller. |
| ollama-release | changed | 2026-09-09 05:48 UTC | github-releaseStructured source fields differ from the published source ledger. |
| catalog-model:qwen3-8b-b968826d9c46 | unchanged | 2026-09-27 03:43 UTC | huggingface-modelReviewed structured source fields match. |
| catalog-model:qwen3-14b-40c069824f42 | unchanged | 2026-09-27 03:43 UTC | huggingface-modelReviewed structured source fields match. |
| catalog-model:qwen3-30b-a3b-ad44e777bcd1 | unchanged | 2026-09-27 03:43 UTC | huggingface-modelReviewed structured source fields match. |
| catalog-model:qwen3-32b-9216db5781bf | unchanged | 2026-09-27 03:43 UTC | huggingface-modelReviewed structured source fields match. |
| catalog-model:qwen3.6-27b-rev-6a9e13bd6fc8 | unchanged | 2026-09-27 03:43 UTC | huggingface-modelReviewed structured source fields match. |
| catalog-model:gemma-4-31b-it-rev-842da3794eaa | unchanged | 2026-09-27 03:43 UTC | huggingface-modelReviewed structured source fields match. |
| catalog-model:llama3.2-1b-instruct-9213176726f5 | unchanged | 2026-09-27 03:43 UTC | huggingface-modelReviewed structured source fields match. |
| catalog-model:llama3.2-3b-instruct-0cb88a4f764b | unchanged | 2026-09-27 03:43 UTC | huggingface-modelReviewed structured source fields match. |
| catalog-model:qwen3-4b-1cfa9a720891 | unchanged | 2026-09-27 03:43 UTC | huggingface-modelReviewed structured source fields match. |
| catalog-model:qwen3.8-27b-rev-1d4bf0f2ff60 | unchanged | 2026-09-27 03:43 UTC | huggingface-modelReviewed structured source fields match. |
| catalog-artifact:llama3.2-1b-ollama-q4 | unchanged | 2026-09-27 03:43 UTC | ollama-weightsReviewed structured source fields match. |
| catalog-artifact:llama3.2-3b-ollama-q4 | unchanged | 2026-09-27 03:43 UTC | ollama-weightsReviewed structured source fields match. |
| catalog-artifact:qwen3-4b-ollama-q4 | unchanged | 2026-09-27 03:43 UTC | ollama-weightsReviewed structured source fields match. |
| catalog-artifact:qwen3-8b-ollama-q4 | unchanged | 2026-09-27 03:43 UTC | ollama-weightsReviewed structured source fields match. |
| catalog-artifact:qwen3-14b-ollama-q4 | unchanged | 2026-09-27 03:43 UTC | ollama-weightsReviewed structured source fields match. |
| catalog-artifact:qwen3-30b-a3b-ollama-q4 | unchanged | 2026-09-27 03:43 UTC | ollama-weightsReviewed structured source fields match. |
| catalog-artifact:qwen3-32b-ollama-q4 | unchanged | 2026-09-27 03:43 UTC | ollama-weightsReviewed structured source fields match. |
| catalog-artifact:qwen3.6-27b-ollama-q4 | unchanged | 2026-09-27 03:43 UTC | ollama-weightsReviewed structured source fields match. |
| catalog-artifact:qwen3.8-27b-ollama-q4 | unchanged | 2026-09-27 03:43 UTC | ollama-weightsReviewed structured source fields match. |
| catalog-artifact:gemma-4-31b-ollama-q4 | unchanged | 2026-09-27 03:43 UTC | ollama-weightsReviewed structured source fields match. |
| catalog-artifact:llama3.2-1b-mlx-4bit | unchanged | 2026-09-27 03:43 UTC | huggingface-filesReviewed structured source fields match. |
| catalog-artifact:llama3.2-3b-mlx-4bit | unchanged | 2026-09-27 03:43 UTC | huggingface-filesReviewed structured source fields match. |
| catalog-artifact:qwen3-4b-mlx-4bit | unchanged | 2026-09-27 03:43 UTC | huggingface-filesReviewed structured source fields match. |
| catalog-artifact:qwen3-8b-mlx-4bit | unchanged | 2026-09-27 03:43 UTC | huggingface-filesReviewed structured source fields match. |
| catalog-artifact:qwen3-14b-mlx-4bit | unchanged | 2026-09-27 03:43 UTC | huggingface-filesReviewed structured source fields match. |
| catalog-artifact:qwen3-30b-a3b-mlx-4bit | unchanged | 2026-09-27 03:43 UTC | huggingface-filesReviewed structured source fields match. |
| catalog-artifact:qwen3-32b-mlx-4bit | unchanged | 2026-09-27 03:43 UTC | huggingface-filesReviewed structured source fields match. |
| catalog-artifact:qwen3.6-27b-mlx-4bit | unchanged | 2026-09-27 03:43 UTC | huggingface-filesReviewed structured source fields match. |
| catalog-artifact:qwen3.8-27b-mlx-4bit | unchanged | 2026-09-27 03:43 UTC | huggingface-filesReviewed structured source fields match. |
| catalog-artifact:gemma-4-31b-mlx-4bit | unchanged | 2026-09-27 03:43 UTC | huggingface-filesReviewed structured source fields match. |
Historical benchmark dataset
The legacy dataset below has its own observation dates. A calculator source check does not refresh benchmark evidence.
SOURCE FRESHNESS
What is monitored—and what still needs review.
Source discovery checks official model revisions, pinned GGUF artifacts, llama.cpp releases and hardware source pages. It can create review work, but it cannot run benchmarks, spend money, alter an Observed label, deploy or publish.
model revisionQwen3.8-27B official revisionChecked 2026-09-20 22:29 UTC
Currentmodel revisionQwen3.6-27B official revisionChecked 2026-09-20 22:29 UTC
Currentmodel revisionQwen3-8B official revisionChecked 2026-09-20 22:29 UTC
Currentgguf artifactqwen3.8-27b Qwen3.8-27B-Q4_K_M.ggufChecked 2026-09-20 22:29 UTC
Currentruntime releasellama.cpp releasesChecked 2026-09-20 22:29 UTC
Review requiredhardware specificationNVIDIA GeForce RTX 4090 specificationsChecked 2026-09-20 22:29 UTC
Currenthardware specificationNVIDIA GeForce RTX 5090 specificationsChecked 2026-09-20 22:29 UTC
Currenthardware specificationMac Studio M4 Max · 64GB specificationsChecked 2026-09-20 22:29 UTC
Currenthardware specificationMac Studio M3 Ultra · 512GB specificationsChecked 2026-09-20 22:29 UTC
Current