Data points: 56
Model compare
The readout for MiniMax M2.5 and MiniMax M2.7 HighSpeed, before the detailed comparison sheet.
Weighted outcome: MiniMax M2.5. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Decision read
MiniMax M2.5
MiniMax M2.5 has the higher weighted result; Model A / B score 80 to 20.
Evidence depth
56 data points
Includes 0 benchmark rows, 0 audit samples, and 8 provider examples.
Selection signal
Start with MiniMax M2.5
The charts below split 8 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 MiniMax M2.5 and MiniMax M2.7 HighSpeed: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Model compare | MiniMax M2.5 | MiniMax M2.7 HighSpeed |
|---|---|---|
| Overall leader | Leading | Contender |
| Weighted overall score | 80.0 pts | 20.0 pts |
| Benchmark category leads | 0 categories | 0 categories |
| Operational advantages | Cheapest input price, Average speed, Free providers, Provider coverage | First-token latency |
| Context window | 204.8K tokens | No data |
| Max output | 196.6K tokens | No data |
| Modalities | Input Text Output Text | No data |
| 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 | MiniMax M2.5 | MiniMax M2.7 HighSpeed |
|---|---|---|
| Developer | MiniMax | No data |
| Released | Feb 2026 | No data |
| Parameters | No data | No data |
| Tokenizer | Other | No data |
| Knowledge cutoff | No data | No data |
| OpenRouter ID | minimax/minimax-m2.5 | No data |
| References | No data | No data |
This report only uses LMSpeed data for MiniMax M2.5 and MiniMax M2.7 HighSpeed: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
MiniMax M2.5
MiniMax M2.5 has these operational advantages: Cheapest input price, Average speed, Free providers, Provider coverage.
MiniMax M2.7 HighSpeed
MiniMax M2.7 HighSpeed has these operational advantages: First-token latency.
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
MiniMax M2.5
53
Avg. score
MiniMax M2.7 HighSpeed
-
No data
MiniMax M2.5
MiniMax M2.5
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 | MiniMax M2.5 | MiniMax M2.7 HighSpeed |
|---|---|---|
| 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 | MiniMax M2.5 | MiniMax M2.7 HighSpeed |
|---|---|---|
115 tests | MiniMax M2.5 speed / latency 53 tok/s / 5949ms input / output No data | MiniMax M2.7 HighSpeed speed / latency 48 tok/s / 1795ms input / output No data |
10 tests | MiniMax M2.5 speed / latency N/A / N/A input / output No data | MiniMax M2.7 HighSpeed speed / latency 52 tok/s / 9178ms input / output No data |
5 tests | MiniMax M2.5 speed / latency 69 tok/s / 8367ms input / output No data | MiniMax M2.7 HighSpeed speed / latency N/A / N/A input / output No data |
5 tests | MiniMax M2.5 speed / latency N/A / N/A input / output No data | MiniMax M2.7 HighSpeed speed / latency 54 tok/s / 6625ms input / output No data |
5 tests | MiniMax M2.5 speed / latency N/A / N/A input / output No data | MiniMax M2.7 HighSpeed speed / latency 50 tok/s / 2179ms input / output No data |
MiniMax M2.5 minimax-m2.5 speed / latency No data input / output $0.021/M/$0.082/M | MiniMax M2.7 HighSpeed minimax-m2.7-highspeed speed / latency No data input / output $0.041/M | |
MiniMax M2.5 minimax-m2.5 speed / latency No data input / output $0.086/M/$0.345/M | MiniMax M2.7 HighSpeed minimax-m2.7-highspeed speed / latency No data input / output $10.27/M | |
MiniMax M2.5 MiniMax-M2.5 speed / latency No data input / output $0.100/request | MiniMax M2.7 HighSpeed MiniMax-M2.7-highspeed speed / latency No data input / output $0.500/request |
Weighted outcome: MiniMax M2.5. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Text inputText outputTool callingStructured outputsJSON modeReasoning |
| None listed |
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