Data points: 78
Model compare
The readout for MiniMax M2.7 and Qwen3 Coder Next, 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 76 to 24.
Evidence depth
78 data points
Includes 6 benchmark rows, 0 audit samples, and 7 provider examples.
Selection signal
Start with MiniMax M2.7
The charts below split 13 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 M2.7 and Qwen3 Coder Next: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Model compare | MiniMax M2.7 | Qwen3 Coder Next |
|---|---|---|
| Overall leader | Leading | Contender |
| Weighted overall score | 76.0 pts | 24.0 pts |
| Benchmark category leads | 1 categories | 0 categories |
| Operational advantages | Cheapest input price, Average speed, Free providers, Provider coverage | First-token latency |
| Context window | 204.8K tokens | 262.1K tokens |
| Max output | 131.1K tokens | 262.1K tokens |
| Modalities | Input Text Output Text | Input 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 | MiniMax M2.7 | Qwen3 Coder Next |
|---|---|---|
| Developer | MiniMax | Qwen |
| Released | Mar 2026 | Feb 2026 |
| Parameters | No data | No data |
| Tokenizer | Other | Qwen |
| Knowledge cutoff | No data | No data |
| OpenRouter ID | minimax/minimax-m2.7 | qwen/qwen3-coder-next |
| References | No data | No data |
This report only uses LMSpeed data for MiniMax M2.7 and Qwen3 Coder Next: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
MiniMax M2.7
MiniMax M2.7 is stronger in benchmark categories (Reasoning) and operational dimensions (Cheapest input price, Average speed, Free providers, Provider coverage).
Qwen3 Coder Next
Qwen3 Coder Next 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 M2.7
51
Avg. score
Qwen3 Coder Next
48.2
MiniMax M2.7
Tied
MiniMax M2.7 leads by 5.6
MiniMax M2.7
No data
No data
No data
MiniMax M2.7
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
MiniMax M2.7
winner$0.525/M
Rank #41/162 · confidence 4
Qwen3 Coder Next
$0.563/M
Rank #50/162 · confidence 4
MiniMax M2.7
$1.20/M
Rank #43/162 · confidence 4
Qwen3 Coder Next
$1.20/M
Rank #43/162 · confidence 4
MiniMax M2.7
winner$0.300/M
Rank #46/162 · confidence 4
Qwen3 Coder Next
$0.350/M
Rank #57/162 · confidence 4
MiniMax M2.7
winner87.4%
Rank #32/188 · confidence 4
Qwen3 Coder Next
73.7%
Rank #104/188 · confidence 4
MiniMax M2.7
winner28.1%
Rank #34/187 · confidence 4
Qwen3 Coder Next
9.3%
Rank #95/187 · confidence 4
MiniMax M2.7
winner47.0%
Rank #25/185 · confidence 4
Qwen3 Coder Next
32.3%
Rank #125/185 · confidence 4
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | MiniMax M2.7 | Qwen3 Coder Next |
|---|---|---|
| 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 M2.7 | Qwen3 Coder Next |
|---|---|---|
15 tests | MiniMax M2.7 speed / latency 30 tok/s / 15154ms input / output No data | Qwen3 Coder Next speed / latency 147 tok/s / 966ms input / output No data |
10 tests | MiniMax M2.7 speed / latency 33 tok/s / 12037ms input / output No data | Qwen3 Coder Next speed / latency N/A / N/A input / output No data |
0 tests | MiniMax M2.7 speed / latency N/A / N/A input / output No data | Qwen3 Coder Next speed / latency N/A / N/A input / output No data |
0 tests | MiniMax M2.7 speed / latency N/A / N/A input / output No data | Qwen3 Coder Next speed / latency N/A / N/A input / output No data |
0 tests | MiniMax M2.7 speed / latency N/A / N/A input / output No data | Qwen3 Coder Next speed / latency N/A / N/A input / output No data |
MiniMax M2.7 minimax-m2.7 speed / latency No data input / output $0/M/$0/M | Qwen3 Coder Next qwen3-coder-next speed / latency No data input / output $0/M | |
MiniMax M2.7 minimaxai/minimax-m2.7 speed / latency No data input / output $0/M/$0/M | Qwen3 Coder Next qwen3-coder-next speed / latency No data input / output $1078.92/M |
Weighted outcome: MiniMax M2.7. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Output
| Features | Text inputText outputTool callingStructured outputsJSON modeReasoning | Text inputText outputTool callingStructured outputsJSON mode |
|---|
