Data points: 55
The readout for MiniMax M2.5 HighSpeed and MiniMax M2.7, before the detailed comparison sheet.
Decision read
MiniMax M2.7
MiniMax M2.7 currently has the stronger profile, with verified wins split 1 to 4.
Evidence depth
55 data points
Includes 0 benchmark rows, 0 audit samples, and 10 provider examples.
Selection signal
Start with MiniMax M2.7
The charts below split 10 high-signal samples across speed, scores, and audit health.
Model compare MiniMax M2.5 HighSpeed vs MiniMax M2.7minimax-m2-5-highspeed-vs-minimax-m2-7 | Model A MiniMax M2.5 HighSpeed | Model B MiniMax M2.7 |
|---|---|---|
| Overall leader | Contender | Leading |
| Verified metric wins | 1 wins | 4 wins |
| Where it leads | First-token latency |
Third-party benchmark profile synced into LMSpeed; only metrics available for both models are shown.
| Metric | MiniMax M2.5 HighSpeed | MiniMax M2.7 |
|---|---|---|
| No shared benchmark metrics are available yet. | ||
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | MiniMax M2.5 HighSpeed | 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 | MiniMax M2.5 HighSpeed | MiniMax M2.7 |
|---|---|---|
85 tests | MiniMax M2.5 HighSpeed speed / latency 64 tok/s / 2819ms input / output No data |
This report only uses LMSpeed data for MiniMax M2.5 HighSpeed and MiniMax M2.7: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Guidance | MiniMax M2.5 HighSpeed | MiniMax M2.7 |
|---|---|---|
| When to choose each model | MiniMax M2.5 HighSpeed MiniMax M2.5 HighSpeed is stronger when you prioritize First-token latency. | MiniMax M2.7 MiniMax M2.7 is stronger when you prioritize Average speed, Free providers, Provider coverage, Recent tests. |
TL;DR: MiniMax M2.7 leads across 55 verifiable data points, including pricing, speed, latency, benchmarks, and provider examples.
Continue from MiniMax M2.5 HighSpeed vs MiniMax M2.7 into nearby model comparisons with enough verified LMSpeed data.
| Average speed, Free providers, Provider coverage, Recent tests |
| Model metadata | No OpenRouter metadata is available yet for this model. | MiniMax M2.7 exposes 204.8K tokens; notable signals: Text input, Text output, Tool calling, Structured outputs. |
|---|---|---|
| Developer | No data | No data |
| Context window | No data | 204.8K tokens |
| Max output | No data | 131.1K tokens |
| Released | No data | Mar 2026 |
| Modalities | No data | Input Text Output Text |
| Features | None listed | Text inputText outputTool callingStructured outputsJSON modeReasoning |
| Parameters | No data | No data |
| Tokenizer | No data | Other |
| Knowledge cutoff | No data | No data |
| OpenRouter ID | No data | minimax/minimax-m2.7 |
| References | No data | No data |
MiniMax M2.7
speed / latency
48 tok/s / 2290ms
input / output
No data
Thorbase10 tests | MiniMax M2.5 HighSpeed speed / latency N/A / N/A input / output No data | MiniMax M2.7 speed / latency 43 tok/s / 18497ms input / output No data |
|---|
Synapse5 tests | MiniMax M2.5 HighSpeed speed / latency N/A / N/A input / output No data | MiniMax M2.7 speed / latency 44 tok/s / 8756ms input / output No data |
|---|
TradingBase API5 tests | MiniMax M2.5 HighSpeed speed / latency N/A / N/A input / output No data | MiniMax M2.7 speed / latency 40 tok/s / 5885ms input / output No data |
|---|
小水管 API5 tests | MiniMax M2.5 HighSpeed speed / latency N/A / N/A input / output No data | MiniMax M2.7 speed / latency 90 tok/s / 2719ms input / output No data |
|---|
MiniMax M2.5 HighSpeed MiniMax-M2.5-highspeed speed / latency No data input / output $0.0001/M / $0.0001/M | MiniMax M2.7 MiniMax-M2.7 speed / latency No data input / output $0.0001/M / $0.0001/M |
MiniMax M2.5 HighSpeed minimax-m2.5-highspeed speed / latency No data input / output $0.041/M / $0.164/M | MiniMax M2.7 minimax-m2.7 speed / latency No data input / output $0.021/M / $0.082/M |
MiniMax M2.5 HighSpeed MiniMax-M2.5-highspeed speed / latency No data input / output $0.100/M / $0.100/M | MiniMax M2.7 MiniMax-M2.7 speed / latency No data input / output $0.066/M / $0.066/M |
MiniMax M2.5 HighSpeed MiniMax-M2.5-highspeed speed / latency No data input / output $0.548/M / $2.19/M | MiniMax M2.7 MiniMax-M2.7 speed / latency No data input / output $0.274/M / $1.10/M |
MiniMax M2.5 HighSpeed minimax-m2.5-highspeed speed / latency No data input / output $10.27/M / $10.27/M | MiniMax M2.7 minimax-m2.7 speed / latency No data input / output $0.288/M / $1.15/M |
Rankings are based on community-submitted tests and periodic health probes. Advisory only, not official data.
