ModelRefs / GPT-4o vs Claude 3.7 Sonnet — Benchmarks, Pricing & Coding…
GPT-4o vs Claude 3.7 Sonnet — Benchmarks, Pricing & Coding…
GPT-4o vs Claude 3.7 Sonnet: side-by-side benchmarks, pricing, context windows, coding ability and deployment. Pick the right model for your stack.
Overview
Context window: Claude 3.7 Sonnet accepts up to 200,000 tokens, GPT-4o up to 128,000. Confirm the limit for your specific deployment channel before relying on it.
Claude 3.7 Sonnet vs GPT-4o at a glance
| Attribute | Claude 3.7 Sonnet | GPT-4o |
|---|---|---|
| Provider | Anthropic | OpenAI |
| Released | 2025-02-24 | 2024-05-13 |
| Context window | 200,000 tokens | 128,000 tokens |
| Input price | $3/M tokens | $2.5/M tokens |
| Output price | $15/M tokens | $10/M tokens |
| Licence | Proprietary | Proprietary |
| Self-hostable | No, hosted only | No, hosted only |
| Modalities | text, vision | text, vision, audio |
Benchmarks reported for both
| Benchmark | Claude 3.7 Sonnet | GPT-4o | Reported |
|---|---|---|---|
| swe-bench | 63.7 | 33.2 | 2025-02-24 / 2024-08-13 |
Scores are as published by their cited sources on the dates shown. Different runs use different harnesses, prompts, and dates, so treat these as directional evidence rather than a head-to-head result.
Where they differ most
- Coding: Claude 3.7 Sonnet 64%, GPT-4o 33%. Claude 3.7 Sonnet leads on this dimension.
- Agentic: Claude 3.7 Sonnet 64%, GPT-4o 33%. Claude 3.7 Sonnet leads on this dimension.
- Cost Efficiency: Claude 3.7 Sonnet 37%, GPT-4o 46%. GPT-4o leads on this dimension.
Capability scores are ModelRefs' own derived signals, not vendor claims or benchmark results. Validate against your own workload before relying on them.
Continue your research
Use these connected ModelRefs sections to compare alternatives, inspect implementation paths, and review the evidence and governance boundaries relevant to GPT-4o vs Claude 3.7 Sonnet — Benchmarks, Pricing & Coding….
Frequently asked questions
Which is better, GPT-4o or Claude 3.7 Sonnet?
GPT-4o and Claude 3.7 Sonnet target different workloads — see the benchmark and pricing tables for a side-by-side answer.
Is GPT-4o cheaper than Claude 3.7 Sonnet?
Compare $0.00250 vs $0.00300 on this page.