Data points: 93
Model compare
The readout for Claude Opus 4.7 Max and GPT-5, 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 53.3 to 46.7.
Evidence depth
93 data points
Includes 19 benchmark rows, 0 audit samples, and 7 provider examples.
Selection signal
Start with Claude Opus 4.7 Max
The charts below split 26 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-5: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Model compare | Claude Opus 4.7 Max | GPT-5 |
|---|---|---|
| Overall leader | Leading | Contender |
| Weighted overall score | 53.3 pts | 46.7 pts |
| Benchmark category leads | 4 categories | 2 categories |
| Operational advantages | No data | Cheapest input price, Free providers, Provider coverage |
| Context window | No data | 400K tokens |
| Max output | No data | 128K tokens |
| Modalities | No data | Input TextImageFile Output Text |
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-5 |
|---|---|---|
| Developer | Anthropic | OpenAI |
| Released | No data | Aug 2025 |
| Parameters | No data | No data |
| Tokenizer | No data | GPT |
| Knowledge cutoff | No data | 2024-09-30 |
| OpenRouter ID | No data | openai/gpt-5 |
| References | No data | No data |
This report only uses LMSpeed data for Claude Opus 4.7 Max and GPT-5: 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: Agents, Coding, Reasoning, Knowledge.
GPT-5
GPT-5 is stronger in benchmark categories (Math, Instruction following) and operational dimensions (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-5
51.9
Claude Opus 4.7 Max leads by 12.8
Claude Opus 4.7 Max leads by 12.3
Claude Opus 4.7 Max leads by 5.1
Claude Opus 4.7 Max leads by 12.3
GPT-5 leads by 13.3
No data
Claude Opus 4.7 Max
GPT-5 leads by 4.0
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
Claude Opus 4.7 Max
winner94.2%
Rank #1/188 · confidence 3 · eval date 2026-04-16
GPT-5
67.3%
Rank #121/188 · confidence 4
Claude Opus 4.7 Max
70.3
Rank #18/89 · confidence 3 · eval date 2026-04-16
GPT-5
winner75.6
Rank #2/89 · confidence 1 · eval date 2025-08-07
Claude Opus 4.7 Max
winner54.7%
Rank #3/187 · confidence 3 · eval date 2026-04-16
GPT-5
5.4%
Rank #132/187 · confidence 4
Claude Opus 4.7 Max
winner12.0
Rank #19/73 · confidence 3 · eval date 2026-04-16
GPT-5
5.7
Rank #30/73 · confidence 1 · eval date 2025-08-07
Claude Opus 4.7 Max
winner73.6
Rank #7/59 · confidence 3 · eval date 2026-04-16
GPT-5
37.8
Rank #41/59 · confidence 1 · eval date 2025-08-07
Claude Opus 4.7 Max
winner54.5
Rank #9/96 · confidence 3 · eval date 2026-04-16
GPT-5
42.9
Rank #46/96 · confidence 1 · eval date 2025-08-07
Claude Opus 4.7 Max
winner53.5
Rank #8/99 · confidence 3 · eval date 2026-04-16
GPT-5
34.7
Rank #48/99 · confidence 1 · eval date 2025-08-07
Claude Opus 4.7 Max
winner39.6
Rank #13/96 · confidence 3 · eval date 2026-04-16
GPT-5
26.5
Rank #39/96 · confidence 1 · eval date 2025-08-07
Claude Opus 4.7 Max
winner45.8
Rank #13/90 · confidence 3 · eval date 2026-04-16
GPT-5
40.7
Rank #20/90 · confidence 1 · eval date 2025-08-07
Claude Opus 4.7 Max
winner91.4
Rank #14/96 · confidence 3 · eval date 2026-04-16
GPT-5
85.4
Rank #45/96 · confidence 1 · eval date 2025-08-07
Claude Opus 4.7 Max
36.2
Rank #77/90 · confidence 3 · eval date 2026-04-16
GPT-5
winner82.1
Rank #31/90 · confidence 1 · eval date 2025-08-07
Claude Opus 4.7 Max
winner1320.0
Rank #5/66 · confidence 3 · eval date 2026-04-16
GPT-5
1209.0
Rank #40/66 · confidence 1 · eval date 2025-08-07
Claude Opus 4.7 Max
winner78.8
Rank #11/57 · confidence 3 · eval date 2026-04-16
GPT-5
74.2
Rank #32/57 · confidence 1 · eval date 2025-08-07
Claude Opus 4.7 Max
58.6
Rank #53/86 · confidence 3 · eval date 2026-04-16
GPT-5
winner73.1
Rank #29/86 · confidence 1 · eval date 2025-08-07
Claude Opus 4.7 Max
winner45.9
Rank #2/20 · confidence 3 · eval date 2026-04-16
GPT-5
8.5
Rank #20/20 · confidence 1 · eval date 2025-08-07
Claude Opus 4.7 Max
winner44.4
Rank #10/55 · confidence 3 · eval date 2026-04-16
GPT-5
25.7
Rank #28/55 · confidence 1 · eval date 2025-08-07
Claude Opus 4.7 Max
winner49.7
Rank #10/50 · confidence 3 · eval date 2026-04-16
GPT-5
28.9
Rank #31/50 · confidence 1 · eval date 2025-08-07
Claude Opus 4.7 Max
winner1493.0
Rank #10/55 · confidence 3 · eval date 2026-04-16
GPT-5
1079.0
Rank #31/55 · confidence 1 · eval date 2025-08-07
Claude Opus 4.7 Max
winner88.6
Rank #36/84 · confidence 3 · eval date 2026-04-16
GPT-5
84.8
Rank #44/84 · confidence 1 · eval date 2025-08-07
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | Claude Opus 4.7 Max | GPT-5 |
|---|---|---|
| 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-5 |
|---|---|---|
20 tests | Claude Opus 4.7 Max claude-opus-4-7-max speed / latency N/A / N/A input / output $1.75/M/$8.75/M | GPT-5 gpt-5-fast speed / latency 95 tok/s / 1234ms input / output $2.50/M/$20.00/M |
5 tests | Claude Opus 4.7 Max speed / latency N/A / N/A input / output No data | GPT-5 speed / latency 131 tok/s / 743ms input / output No data |
0 tests | Claude Opus 4.7 Max claude-opus-4-7-max speed / latency N/A / N/A input / output $1.75/M/$8.75/M | GPT-5 gpt-5 speed / latency N/A / N/A input / output $2.50/M |
0 tests | Claude Opus 4.7 Max speed / latency N/A / N/A input / output No data | GPT-5 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-5 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 $0.714/M/$3.57/M | GPT-5 gpt-5-medium speed / latency No data input / output $0.179/M | |
Claude Opus 4.7 Max claude-opus-4-7-max speed / latency No data input / output $6.00/M/$30.00/M | GPT-5 gpt-5-2025-08-07 speed / latency No data input / output $0.438/M |
Weighted outcome: Claude Opus 4.7 Max. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
| Features | None listed | Text inputImage inputFile inputText outputTool callingStructured outputsJSON modeReasoning |
|---|
