Claude Opus 4.8 vs Gemini 3.7 Flash
Claude Opus 4.8 (Anthropic) and Gemini 3.7 Flash (Google DeepMind) compared on benchmarks, pricing, context window, and use-case rankings.
- Claude Opus 4.8 leads on overall intelligence (ECI 158 vs 157).
- Gemini 3.7 Flash is cheaper on input tokens — $0.75 vs $5.00 per 1M.
- Gemini 3.7 Flash has a larger context window (1M vs 1M tokens).
- Gemini 3.7 Flash ranks higher for coding (91th vs 87th percentile).
| Attribute | Claude Opus 4.8 | Gemini 3.7 Flash |
|---|---|---|
| Scores | ||
| Intelligence (ECI) | 158 | 157 |
| Coding | 87 | 91 |
| Math | 87 | 80 |
| Reasoning & Knowledge | 76 | 85 |
| Agentic & Tools | 73 | 98 |
| Specifications | ||
| Developer | Anthropic | Google DeepMind |
| Family | Claude | Gemini |
| Released | May 28, 2026 | Aug 13, 2026 |
| Parameters | — | — |
| Availability | API access | API access |
| Context window | 1M | 1M |
| Price — $/M input | $5.00 | $0.75 |
| Price — $/M output | $25.00 | $3.75 |
| Inputs | text, image, file | text, image, video, file, audio |
| Outputs | text | text |
| Benchmarks | ||
| AIME 2024/2025 | 98% | 97% |
| APEX | 49% | 68% |
| ARC-AGI | 93% | 96% |
| ARC-AGI-2 | 72% | 85% |
| FrontierMath | 47% | — |
| FrontierMath Tier 4 | 31% | — |
| GPQA Diamond | 91% | 95% |
| GSO (code optimization) | 47% | — |
| Humanity's Last Exam | 49% | 39% |
| SciCode | 54% | 60% |
| SimpleBench | 65% | — |
| SimpleQA Verified | 53% | 69% |
| WebDev Arena | 1559 | 1587 |
| WeirdML | 83% | — |
| τ²-bench | 94% | — |
Use-case scores are 0–100 percentile composites across each area’s benchmarks, ranked against every model from the past year. Highlighted cells lead each row. Open a model for the full picture.
Frequently asked questions
Is Claude Opus 4.8 better than Gemini 3.7 Flash?
On Epoch AI's Capabilities Index, Claude Opus 4.8 scores higher (158) than Gemini 3.7 Flash (157). The right pick depends on your task — compare their coding, math, and reasoning scores in the table above.
Which is cheaper, Claude Opus 4.8 or Gemini 3.7 Flash?
Gemini 3.7 Flash is cheaper on input tokens at $0.75 per million, versus $5.00 (representative OpenRouter pricing).
Which has a larger context window, Claude Opus 4.8 or Gemini 3.7 Flash?
Gemini 3.7 Flash supports up to 1M tokens, compared with 1M for the other.
Which is better for coding, Claude Opus 4.8 or Gemini 3.7 Flash?
Across coding benchmarks like SWE-bench Verified and Terminal-Bench, Gemini 3.7 Flash ranks higher — 91th vs 87th percentile among the models tracked on Model Beat.
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Benchmarks & model data from Epoch AI (CC BY); pricing & specs from OpenRouter. ECI = Epoch Capabilities Index.