Data points: 55
Model compare
The readout for Claude Opus 4.7 Max and GPT-4, before the detailed comparison sheet.
Weighted outcome: Claude Opus 4.7 Max. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Decision read
Claude Opus 4.7 Max
Claude Opus 4.7 Max has the higher weighted result; Model A / B score 80 to 20.
Evidence depth
55 data points
Includes 0 benchmark rows, 0 audit samples, and 6 provider examples.
Selection signal
Start with Claude Opus 4.7 Max
The charts below split 6 high-signal samples across speed, scores, and audit health.
Switch either side of this report to compare another model with the same LMSpeed data pipeline.
Select a different model to open a new comparison URL.
This report only uses LMSpeed data for Claude Opus 4.7 Max and GPT-4: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Model compare | Claude Opus 4.7 Max | GPT-4 |
|---|---|---|
| Overall leader | Leading | Contender |
| Weighted overall score | 80.0 pts | 20.0 pts |
| Benchmark category leads | 1 categories | 0 categories |
| Operational advantages | No data | Cheapest input price, Free providers, Provider coverage |
| Context window | No data | 8.2K tokens |
| Max output | No data | 4.1K tokens |
| Modalities | No data | Input Text Output Text |
| Features |
The overall result weights benchmark capability categories at 80% and price, API speed/latency, and availability at 20%. Recent test volume does not affect the winner, and missing benchmark categories are excluded.
| Model compare | Claude Opus 4.7 Max | GPT-4 |
|---|---|---|
| Developer | Anthropic | OpenAI |
| Released | No data | May 2023 |
| Parameters | No data | No data |
| Tokenizer | No data | GPT |
| Knowledge cutoff | No data | 2021-09-30 |
| OpenRouter ID | No data | openai/gpt-4 |
| References | No data | No data |
This report only uses LMSpeed data for Claude Opus 4.7 Max and GPT-4: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
Claude Opus 4.7 Max
Claude Opus 4.7 Max leads these benchmark categories: Coding.
GPT-4
GPT-4 has these operational advantages: Cheapest input price, Free providers, Provider coverage.
Third-party benchmark profile synced into LMSpeed; only metrics available for both models are shown.
Compare benchmark category scores on a 0-100 scale. Select a category to inspect the gap.
Avg. score
Claude Opus 4.7 Max
57.9
Avg. score
GPT-4
49.5
Claude Opus 4.7 Max
Claude Opus 4.7 Max leads by 12.0
Claude Opus 4.7 Max
Claude Opus 4.7 Max
Claude Opus 4.7 Max
No data
Claude Opus 4.7 Max
Claude Opus 4.7 Max
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
No shared professional benchmark scores are available yet.
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | Claude Opus 4.7 Max | GPT-4 |
|---|---|---|
| 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 | Claude Opus 4.7 Max | GPT-4 |
|---|---|---|
0 tests | Claude Opus 4.7 Max claude-opus-4-7-max speed / latency N/A / N/A input / output $480.00/M/$2400.00/M | GPT-4 gpt-4-32K-0613 speed / latency N/A / N/A input / output $960.00/M/$1920.00/M |
0 tests | Claude Opus 4.7 Max speed / latency N/A / N/A input / output No data | GPT-4 speed / latency N/A / N/A input / output No data |
0 tests | Claude Opus 4.7 Max speed / latency N/A / N/A input / output No data | GPT-4 speed / latency N/A / N/A input / output No data |
0 tests | Claude Opus 4.7 Max speed / latency N/A / N/A input / output No data | GPT-4 speed / latency N/A / N/A input / output No data |
0 tests | Claude Opus 4.7 Max speed / latency N/A / N/A input / output No data | GPT-4 speed / latency N/A / N/A input / output No data |
Claude Opus 4.7 Max claude-opus-4-7-max speed / latency No data input / output $6.00/M/$30.00/M | GPT-4 gpt-4-32k speed / latency No data input / output $21.00/M |
Weighted outcome: Claude Opus 4.7 Max. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
| None listed |
Text inputText outputTool callingStructured outputsJSON mode |
