Measured, not vibes

Every model, scored — access is a matrix

Every model Felix can reach — local Ollama fleet plus Claude/Grok/Gemini and free cloud lanes — benchmarked on eight capabilities. Runtime access is the matrix only (read × tools × write × memory × privacy): live chat hands come from access_matrix + admin floors — not T0–T5. The optional score badge is ranking/history only. Fresh from the registry on every load.

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Access matrix

Read is independent of write: if a model can hold enough context and its provider is private enough (local / no-train), it gets full agency read without climbing a write ladder. Household private data never goes to caution free tiers (Gemini/Mistral free train on inputs). Tools and write still scale with measured quality. Computed by bin/model-registry.py matrix.

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Scored model registry

Sorted by average capability score. Access chips are the live grants (hover for why). The optional Score badge is a ranking summary only — it does not grant tools, write, or memory.

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What the scores mean

Each column is a fixed probe bank in state/model-registry-probes.json, graded by bin/model-registry.py. Hover a column header in the table for a one-line tip. Bounded 0–10 scores feed the optional ranking badge; live grants are the Access matrix. Where you see earned/possible points, those include harder “advanced” items that never change access floors — they only rank models that already maxed the old 10.0 ceiling.

Score badge (optional display only)

T0–T5 labels are an optional score badge for ranking/history — they do not grant or deny capability. Hands/tools/read/write/memory are driven by the Access matrix above (models.access_matrix) plus admin floors. Full rationale: docs/TIERED_MODEL_ACCESS.md.

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Providers & privacy posture

Privacy is a provider-level property, not a per-model score — every model above joins to one of these. Local (Ollama) is 100% private by definition, nothing leaves the box. Cloud lanes are labeled from each provider's actual published data-retention/training policy, cited below; anything not yet checked is marked unverified rather than assumed favorable. This is what actually gates whether a lane may see household/private context.

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