Data points: 56
The readout for ChatGPT-4o and Claude Opus 4.6, before the detailed comparison sheet.
Decision read
Claude Opus 4.6
Claude Opus 4.6 currently has the stronger profile, with verified wins split 2 to 4.
Evidence depth
56 data points
Includes 0 benchmark rows, 0 audit samples, and 10 provider examples.
Selection signal
Start with Claude Opus 4.6
The charts below split 10 high-signal samples across speed, scores, and audit health.
Model compare ChatGPT-4o vs Claude Opus 4.6chatgpt-4o-vs-claude-opus-4-6 | Model A ChatGPT-4o | Model B Claude Opus 4.6 |
|---|---|---|
| Overall leader | Contender | Leading |
| Verified metric wins | 2 wins | 4 wins |
| Where it leads | Average speed, First-token latency | Cheapest input price, Free providers, Provider coverage, Recent tests |
| Model metadata | No OpenRouter metadata is available yet for this model. | Claude Opus 4.6 exposes 1M tokens; notable signals: Text input, Image input, File input, Text output. |
| Developer | OpenAI | Anthropic |
| Context window | No data | 1M tokens |
| Max output | No data | 128K tokens |
| Released | No data | Apr 2026 |
| Modalities | No data | Input TextImageFile Output Text |
| Features | None listed | Text inputImage inputFile inputText outputTool callingStructured outputsJSON modeReasoning |
| Parameters | No data | No data |
| Tokenizer | No data | Claude |
| Knowledge cutoff | No data | No data |
| OpenRouter ID | No data | anthropic/claude-opus-4.6-fast |
| References | No data | No data |
Third-party benchmark profile synced into LMSpeed; only metrics available for both models are shown.
| Metric | ChatGPT-4o | Claude Opus 4.6 |
|---|---|---|
| No shared benchmark metrics are available yet. | ||
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | ChatGPT-4o | Claude Opus 4.6 |
|---|---|---|
| No completed audits are available from shared providers yet. | ||
Speed aggregates and input/output pricing share each provider row for real API selection and migration cost checks.
| Provider | ChatGPT-4o | Claude Opus 4.6 |
|---|---|---|
毫秒API2 tests | ChatGPT-4o speed / latency 101 tok/s / 3469ms input / output No data | Claude Opus 4.6 speed / latency N/A / N/A input / output No data |
42公益站0 tests | ChatGPT-4o speed / latency N/A / N/A input / output No data | Claude Opus 4.6 speed / latency N/A / N/A input / output No data |
AAAI0 tests | ChatGPT-4o speed / latency N/A / N/A input / output No data | Claude Opus 4.6 speed / latency N/A / N/A input / output No data |
AASS API0 tests | ChatGPT-4o speed / latency N/A / N/A input / output No data | Claude Opus 4.6 speed / latency N/A / N/A input / output No data |
AIGCBAR0 tests | ChatGPT-4o speed / latency N/A / N/A input / output No data | Claude Opus 4.6 speed / latency N/A / N/A input / output No data |
ChatGPT-4o chatgpt-4o-latest speed / latency No data input / output $0.012/M / $0.012/M | Claude Opus 4.6 claude-opus-4-6-thinking speed / latency No data input / output $1.03/M / $5.14/M | |
ChatGPT-4o chatgpt-4o-latest speed / latency No data input / output $0.016/M / $0.016/M | Claude Opus 4.6 claude-opus-4-6-thinking speed / latency No data input / output $1.37/M / $6.85/M | |
ChatGPT-4o chatgpt-4o-latest speed / latency No data input / output $0.616/M / $1.85/M | Claude Opus 4.6 claude-opus-4-6-thinking speed / latency No data input / output $9.25/M / $46.23/M | |
ChatGPT-4o chatgpt-4o-latest speed / latency No data input / output $0.685/M / $2.05/M | Claude Opus 4.6 claude-opus-4-6-20260508 speed / latency No data input / output $10.27/M / $51.37/M | |
ChatGPT-4o chatgpt-4o-latest speed / latency No data input / output $0.685/M / $2.05/M | Claude Opus 4.6 claude-opus-4-6-thinking speed / latency No data input / output $1.64/M / $8.22/M |
This report only uses LMSpeed data for ChatGPT-4o and Claude Opus 4.6: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Guidance | ChatGPT-4o | Claude Opus 4.6 |
|---|---|---|
| When to choose each model | ChatGPT-4o ChatGPT-4o is stronger when you prioritize Average speed, First-token latency. | Claude Opus 4.6 Claude Opus 4.6 is stronger when you prioritize Cheapest input price, Free providers, Provider coverage, Recent tests. |
TL;DR: Claude Opus 4.6 leads across 56 verifiable data points, including pricing, speed, latency, benchmarks, and provider examples.
Continue from ChatGPT-4o vs Claude Opus 4.6 into nearby model comparisons with enough verified LMSpeed data.
Rankings are based on community-submitted tests and periodic health probes. Advisory only, not official data.
