- Rank
- #194
- Total Output Tokens
- 311,683
- Response Time (avg)
- 40.94s
- Total Cost
- $0.000
Minimax M3.1 Flash (max) vs Qwen3.5-122B-A10B (medium)
The average score is effectively tied at 6.9 vs 7.0. Minimax M3.1 Flash (max) has the lower benchmark cost at $0.000 vs $1.152. Minimax M3.1 Flash (max) is faster at 40.94s vs 66.96s, with pass rates of 59.4% vs 71.0%.
Compared models
- Rank
- #190
- Total Output Tokens
- 522,190
- Response Time (avg)
- 66.96s
- Total Cost
- $1.152
Recommended model
Qwen3.5-122B-A10B (medium)
It has the strongest score in this comparison (7.0) and the best overall balance of cost and response time across 2 models.
Detailed comparison
| Metric | Minimax M3.1 Flash Minimax M3.1 Flash max Free Available | Qwen3.5-122B-A10B Qwen3.5-122B-A10B medium |
|---|---|---|
| Score | 6.9 | 7.0 |
| Rank | #194 | #190 |
| Reliability | 10.0 | 10.0 |
| Consistency | 8.0 | 8.3 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 59.4% | 71.0% |
| Flaky tests | 6 | 5 |
| Total Runs | 69 | 69 |
| Cost per result | 0.000 | 9.196 |
| Total Cost | $0.000 | $1.152 |
| Input Price | $0.000 / 1M | $0.260 / 1M |
| Output Price | $0.000 / 1M | $2.080 / 1M |
| Cache Read Price | N/A | N/A |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 398,523 | 251,695 |
| Output Tokens | 7,992 | 49,415 |
| Reasoning Tokens | 303,691 | 472,775 |
| Response Time (avg) | 40.94s | 66.96s |
| Response Time (max) | 256.57s | 519.30s |
| Response Time (total) | 941.68s | 1539.99s |
| Parameters | - | 122B total (10B active) |
| Availability | Closed | Open source |
Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#194 Minimax M3.1 Flash
max- Cost
- $0.000
- Time
- 174.6s
- Tokens
- 20,628 tok
#190 Qwen3.5-122B-A10B
medium- Cost
- $0.019
- Time
- 48.7s
- Tokens
- 6,034 tok
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Minimax M3.1 Flash | 5.2 | 3.2 | 33.3% | 1 | 123.99s | 255,765 | 2,446 | 38,872 | |
| Qwen3.5-122B-A10B | 6.1 | 3.1 | 66.7% | 1 | 95.31s | 126,915 | 1,721 | 32,950 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Minimax M3.1 Flash | 6.4 | 5.8 | 66.7% | 2 | 2.98s | 2,838 | 141 | 2,356 | |
| Qwen3.5-122B-A10B | 10.0 | 10.0 | 100.0% | 0 | 9.75s | 672 | 269 | 16,835 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Minimax M3.1 Flash | 10.0 | 10.0 | 100.0% | 0 | 25.67s | 9,024 | 340 | 27,539 | |
| Qwen3.5-122B-A10B | 6.0 | 7.2 | 55.6% | 1 | 114.48s | 7,630 | 8,057 | 82,578 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Minimax M3.1 Flash | 6.4 | 5.8 | 66.7% | 1 | 39.89s | 110,209 | 4,254 | 36,178 | |
| Qwen3.5-122B-A10B | 6.4 | 5.8 | 66.7% | 1 | 313.55s | 97,886 | 18,373 | 203,450 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Minimax M3.1 Flash | 6.5 | 10.0 | 50.0% | 0 | 909ms | 2,802 | 111 | 329 | |
| Qwen3.5-122B-A10B | 10.0 | 10.0 | 100.0% | 0 | 23.41s | 7,782 | 270 | 16,558 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Minimax M3.1 Flash | 5.9 | 7.2 | 55.6% | 1 | 186.27s | 2,400 | 15 | 173,143 | |
| Qwen3.5-122B-A10B | 2.9 | 7.2 | 11.1% | 1 | 74.43s | 780 | 19,154 | 61,573 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Minimax M3.1 Flash | 5.1 | 10.0 | 0.0% | 0 | 5.30s | 1,032 | 99 | 1,217 | |
| Qwen3.5-122B-A10B | 3.4 | 2.2 | 33.3% | 1 | 34.11s | 344 | 66 | 7,592 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Minimax M3.1 Flash | 5.0 | 6.8 | 33.3% | 1 | 1.73s | 1,779 | 63 | 718 | |
| Qwen3.5-122B-A10B | 10.0 | 10.0 | 100.0% | 0 | 9.88s | 593 | 77 | 7,372 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Minimax M3.1 Flash | 7.7 | 10.0 | 66.7% | 0 | 3.34s | 2,313 | 205 | 2,016 | |
| Qwen3.5-122B-A10B | 10.0 | 10.0 | 100.0% | 0 | 17.89s | 696 | 284 | 27,575 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Minimax M3.1 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.78s | 9,608 | 308 | 119 | |
| Qwen3.5-122B-A10B | 10.0 | 10.0 | 100.0% | 0 | 4.60s | 8,193 | 322 | 1,226 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Minimax M3.1 Flash | 3.0 | 10.0 | 0.0% | 0 | 66.79s | 753 | 10 | 21,204 | |
| Qwen3.5-122B-A10B | 3.0 | 10.0 | 0.0% | 0 | 52.87s | 204 | 822 | 15,066 |
Quick Compare
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