Quality
Known Good Index and the capability indices, side by side
Each index is min-max normalised across tracked models and scaled 0–100 from published evaluations. We do not run these evaluations.
| Metric | claude-3-7-sonnet-20250219 | Google: Gemini 3.1 Pro Preview |
|---|---|---|
| Known Good Index | 70 | 96 |
| Coding Index | 71 | — |
| Mathematics Index | 72 | 96 |
| Science Index | 78 | 99 |
| Reasoning Index | 84 | 100 |
| Agentic Index | 57 | 88 |
| Openness Index | 5 | 5 |
Quality Breakdown
Every evaluation both models report a published score for
Bar = claude-3-7-sonnet-20250219 · marker = Google: Gemini 3.1 Pro Preview · scores ingested from Epoch AI (CC-BY 4.0)
Right-hand figures read claude-3-7-sonnet-20250219 / Google: Gemini 3.1 Pro Preview. claude-3-7-sonnet-20250219 leads on 0 of 2, Google: Gemini 3.1 Pro Preview on 2.
Arena Elo
Human preference rating from blind pairwise votes
Elo from blind pairwise votes, ingested from Arena. Higher is better.
| Metric | claude-3-7-sonnet-20250219 | Google: Gemini 3.1 Pro Preview |
|---|---|---|
| Text Arena | 1,299 | 1,479 |
| Text Arena (style controlled) | 1,371 | 1,486 |
Price & Cost
Published API pricing by token type
USD per 1M tokens. Blended is a 3:1 input:output mix. Live from OpenRouter, cross-checked against models.dev. Lower is better.
| Metric | claude-3-7-sonnet-20250219 | Google: Gemini 3.1 Pro Preview |
|---|---|---|
| Input $/1M | — | $2.00 |
| Output $/1M | — | $12.00 |
| Blended $/1M | — | $4.50 |
| Cache read $/1M | — | $0.200 |
Context Window
Maximum input accepted and maximum output emitted
Provider-declared limits, from metadata via models.dev and OpenRouter. Higher is better.
| Metric | claude-3-7-sonnet-20250219 | Google: Gemini 3.1 Pro Preview |
|---|---|---|
| Context window | — | 1.05M |
| Max output tokens | — | 66k |
Speed & Latency
Median throughput and time to first token across hosting providers
Medians across all tracked providers, derived from OpenRouter endpoint telemetry.
| Metric | claude-3-7-sonnet-20250219 | Google: Gemini 3.1 Pro Preview |
|---|---|---|
| Output tokens/s | — | 104 |
| Time to first token | — | 2.9s |
Providers
Which hosts serve each model, and at what price and speed
| Provider | claude-3-7-sonnet-20250219 blended | claude-3-7-sonnet-20250219 tok/s | Google: Gemini 3.1 Pro Preview blended | Google: Gemini 3.1 Pro Preview tok/s |
|---|---|---|---|---|
| Google AI Studio | — | — | $2.25 | 163 |
| Google · first party | — | — | $2.25 | 99 |
Per-host pricing and telemetry from OpenRouter. A dash means that host does not serve that model.