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 | gemma-3-27b-it | OpenAI: o3 |
|---|---|---|
| Known Good Index | 37 | 67 |
| Mathematics Index | 47 | 92 |
| Science Index | 44 | 84 |
| Reasoning Index | 40 | 62 |
| Agentic Index | — | 60 |
| Openness Index | 60 | 5 |
Quality Breakdown
Every evaluation both models report a published score for
Bar = gemma-3-27b-it · marker = OpenAI: o3 · scores ingested from Epoch AI (CC-BY 4.0)
Right-hand figures read gemma-3-27b-it / OpenAI: o3. gemma-3-27b-it leads on 0 of 3, OpenAI: o3 on 3.
Arena Elo
Human preference rating from blind pairwise votes
Elo from blind pairwise votes, ingested from Arena. Higher is better.
| Metric | gemma-3-27b-it | OpenAI: o3 |
|---|---|---|
| Text Arena | 1,358 | — |
| Text Arena (style controlled) | 1,366 | — |
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 | gemma-3-27b-it | OpenAI: o3 |
|---|---|---|
| Input $/1M | — | $2.00 |
| Output $/1M | — | $8.00 |
| Blended $/1M | — | $3.50 |
| Cache read $/1M | — | $0.500 |
Context Window
Maximum input accepted and maximum output emitted
Provider-declared limits, from metadata via models.dev and OpenRouter. Higher is better.
| Metric | gemma-3-27b-it | OpenAI: o3 |
|---|---|---|
| Context window | — | 200k |
| Max output tokens | — | 100k |
Speed & Latency
Median throughput and time to first token across hosting providers
Medians across all tracked providers, derived from OpenRouter endpoint telemetry.
| Metric | gemma-3-27b-it | OpenAI: o3 |
|---|---|---|
| Output tokens/s | — | 88 |
| Time to first token | — | 2.7s |
Providers
Which hosts serve each model, and at what price and speed
| Provider | gemma-3-27b-it blended | gemma-3-27b-it tok/s | OpenAI: o3 blended | OpenAI: o3 tok/s |
|---|---|---|---|---|
| OpenAI · first party | — | — | $3.50 | 72 |
Per-host pricing and telemetry from OpenRouter. A dash means that host does not serve that model.