Data points: 110
Model compare
The readout for GPT-5 and MiniMax M2.7, before the detailed comparison sheet.
Weighted outcome: MiniMax M2.7. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Decision read
MiniMax M2.7
MiniMax M2.7 has the higher weighted result; Model A / B score 40 to 60.
Evidence depth
110 data points
Includes 22 benchmark rows, 0 audit samples, and 9 provider examples.
Selection signal
Start with MiniMax M2.7
The charts below split 31 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 GPT-5 and MiniMax M2.7: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Model compare | GPT-5 | MiniMax M2.7 |
|---|---|---|
| Overall leader | Contender | Leading |
| Weighted overall score | 40.0 pts | 60.0 pts |
| Benchmark category leads | 2 categories | 3 categories |
| Operational advantages | First-token latency, Free providers | Cheapest input price, Average speed, Provider coverage |
| Context window | 400K tokens | 204.8K tokens |
| Max output | 128K tokens | 131.1K tokens |
| Modalities | 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 | GPT-5 | MiniMax M2.7 |
|---|---|---|
| Developer | OpenAI | MiniMax |
| Released | Aug 2025 | Mar 2026 |
| Parameters | No data | No data |
| Tokenizer | GPT | Other |
| Knowledge cutoff | 2024-09-30 | No data |
| OpenRouter ID | openai/gpt-5 | minimax/minimax-m2.7 |
| References | No data | No data |
This report only uses LMSpeed data for GPT-5 and MiniMax M2.7: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
GPT-5
GPT-5 is stronger in benchmark categories (Agents, Coding) and operational dimensions (First-token latency, Free providers).
MiniMax M2.7
MiniMax M2.7 is stronger in benchmark categories (Reasoning, Knowledge, Instruction following) and operational dimensions (Cheapest input price, Average speed, 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
GPT-5
51.9
Avg. score
MiniMax M2.7
51
GPT-5 leads by 0.5
GPT-5 leads by 1.9
MiniMax M2.7 leads by 2.8
MiniMax M2.7 leads by 2.7
GPT-5
No data
No data
MiniMax M2.7 leads by 1.9
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
GPT-5
$3.44/M
Rank #117/162 · confidence 4
MiniMax M2.7
winner$0.525/M
Rank #41/162 · confidence 4
GPT-5
$10.00/M
Rank #120/162 · confidence 4
MiniMax M2.7
winner$1.20/M
Rank #43/162 · confidence 4
GPT-5
$1.25/M
Rank #107/162 · confidence 4
MiniMax M2.7
winner$0.300/M
Rank #46/162 · confidence 4
GPT-5
winner75.6
Rank #2/89 · confidence 1 · eval date 2025-08-07
MiniMax M2.7
68.7
Rank #27/89 · confidence 1 · eval date 2026-03-18
GPT-5
winner5.7
Rank #30/73 · confidence 1 · eval date 2025-08-07
MiniMax M2.7
0.6
Rank #65/73 · confidence 1 · eval date 2026-03-18
GPT-5
67.3%
Rank #121/188 · confidence 4
MiniMax M2.7
winner87.4%
Rank #32/188 · confidence 4
GPT-5
5.4%
Rank #132/187 · confidence 4
MiniMax M2.7
winner28.1%
Rank #34/187 · confidence 4
GPT-5
20.1
Rank #22/33 · confidence 1 · eval date 2025-08-07
MiniMax M2.7
winner27.0
Rank #15/33 · confidence 1 · eval date 2026-03-18
GPT-5
38.8%
Rank #83/185 · confidence 4
MiniMax M2.7
winner47.0%
Rank #25/185 · confidence 4
GPT-5
37.8
Rank #41/59 · confidence 1 · eval date 2025-08-07
MiniMax M2.7
winner52.6
Rank #30/59 · confidence 1 · eval date 2026-03-18
GPT-5
42.9
Rank #46/96 · confidence 1 · eval date 2025-08-07
MiniMax M2.7
winner47.0
Rank #31/96 · confidence 1 · eval date 2026-03-18
GPT-5
winner40.7
Rank #20/90 · confidence 1 · eval date 2025-08-07
MiniMax M2.7
26.1
Rank #53/90 · confidence 1 · eval date 2026-03-18
GPT-5
winner82.1
Rank #31/90 · confidence 1 · eval date 2025-08-07
MiniMax M2.7
34.4
Rank #79/90 · confidence 1 · eval date 2026-03-18
GPT-5
26.5
Rank #39/96 · confidence 1 · eval date 2025-08-07
MiniMax M2.7
winner28.1
Rank #34/96 · confidence 1 · eval date 2026-03-18
GPT-5
85.4
Rank #45/96 · confidence 1 · eval date 2025-08-07
MiniMax M2.7
winner87.4
Rank #35/96 · confidence 1 · eval date 2026-03-18
GPT-5
34.7
Rank #48/99 · confidence 1 · eval date 2025-08-07
MiniMax M2.7
winner38.1
Rank #37/99 · confidence 1 · eval date 2026-03-18
GPT-5
1209.0
Rank #40/66 · confidence 1 · eval date 2025-08-07
MiniMax M2.7
winner1271.0
Rank #25/66 · confidence 1 · eval date 2026-03-18
GPT-5
73.1
Rank #29/86 · confidence 1 · eval date 2025-08-07
MiniMax M2.7
winner75.7
Rank #18/86 · confidence 1 · eval date 2026-03-18
GPT-5
28.9
Rank #31/50 · confidence 1 · eval date 2025-08-07
MiniMax M2.7
winner32.9
Rank #26/50 · confidence 1 · eval date 2026-03-18
GPT-5
1079.0
Rank #31/55 · confidence 1 · eval date 2025-08-07
MiniMax M2.7
winner1159.0
Rank #26/55 · confidence 1 · eval date 2026-03-18
GPT-5
winner25.7
Rank #28/55 · confidence 1 · eval date 2025-08-07
MiniMax M2.7
25.6
Rank #29/55 · confidence 1 · eval date 2026-03-18
GPT-5
84.8
Rank #44/84 · confidence 1 · eval date 2025-08-07
MiniMax M2.7
84.8
Rank #44/84 · confidence 1 · eval date 2026-03-18
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | GPT-5 | MiniMax M2.7 |
|---|---|---|
| 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 | GPT-5 | MiniMax M2.7 |
|---|---|---|
110 tests | GPT-5 speed / latency N/A / N/A input / output No data | MiniMax M2.7 speed / latency 430 tok/s / 2481ms input / output No data |
20 tests | GPT-5 speed / latency 95 tok/s / 1234ms input / output No data | MiniMax M2.7 speed / latency N/A / N/A input / output No data |
5 tests | GPT-5 speed / latency 46 tok/s / 6577ms input / output No data | MiniMax M2.7 speed / latency N/A / N/A input / output No data |
5 tests | GPT-5 speed / latency N/A / N/A input / output No data | MiniMax M2.7 speed / latency 35 tok/s / 13310ms input / output No data |
5 tests | GPT-5 speed / latency 102 tok/s / 948ms input / output No data | MiniMax M2.7 speed / latency N/A / N/A input / output No data |
GPT-5 gpt-5 speed / latency No data input / output $0/M/$0/M | MiniMax M2.7 minimax-m2.7 speed / latency No data input / output $0/M | |
GPT-5 gpt-5 speed / latency No data input / output $0/M/$0/M | MiniMax M2.7 minimax-m2.7 speed / latency No data input / output $0.100/request | |
GPT-5 gpt-5 speed / latency No data input / output $0.0041/request | MiniMax M2.7 MiniMax-M2.7 speed / latency No data input / output $0.863/M | |
GPT-5 gpt-5 speed / latency No data input / output $0.0068/request | MiniMax M2.7 minimax-m2.7 speed / latency No data input / output $0.288/M |
Weighted outcome: MiniMax M2.7. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Input
Output
| Features | Text inputImage inputFile inputText outputTool callingStructured outputsJSON modeReasoning | Text inputText outputTool callingStructured outputsJSON modeReasoning |
|---|
