- Rank
- #348
- Total Output Tokens
- 290,496
- Response Time (avg)
- 102.32s
- Total Cost
- $0.440
MiniMax M2.5 (medium) vs GPT-6.1 Sol (low)
GPT-6.1 Sol (low) leads on average score with 9.6 vs 4.3. MiniMax M2.5 (medium) has the lower benchmark cost at $0.440 vs $0.460. GPT-6.1 Sol (low) is faster at 7.15s vs 102.32s, with pass rates of 42.0% vs 92.8%.
Compared models
- Rank
- #16
- Total Output Tokens
- 13,138
- Response Time (avg)
- 7.15s
- Total Cost
- $0.460
Recommended model
GPT-6.1 Sol (low)
It has the best score here (9.6), while responding about 14.3x faster than MiniMax M2.5 (medium).
Detailed comparison
| Metric | MiniMax M2.5 MiniMax M2.5 medium | GPT-6.1 Sol GPT-6.1 Sol low |
|---|---|---|
| Score | 4.3 | 9.6 |
| Rank | #348 | #16 |
| Reliability | 9.3 | 10.0 |
| Consistency | 6.8 | 9.6 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 42.0% | 92.8% |
| Flaky tests | 9 | 1 |
| Total Runs | 69 | 69 |
| Cost per result | 7.104 | 2.187 |
| Total Cost | $0.440 | $0.460 |
| Input Price | $0.270 / 1M | $2.000 / 1M |
| Output Price | $1.080 / 1M | $10.000 / 1M |
| Cache Read Price | $0.027 / 1M | $0.100 / 1M |
| Cache Write Price | N/A | $2.500 / 1M |
| Total Input Tokens | 188,239 | 163,900 |
| Output Tokens | 27,822 | 4,958 |
| Reasoning Tokens | 262,674 | 8,180 |
| Response Time (avg) | 102.32s | 7.15s |
| Response Time (max) | 600.81s | 46.57s |
| Response Time (total) | 1637.05s | 164.47s |
| Parameters | 230B total (10B active) | ~2T total (~150B active) |
| Availability | Weights available | Closed |
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.
#348 MiniMax M2.5
medium
Reached the allocated time limit (300 seconds) without receiving showcase output.
- Cost
- $0.000
- Time
- 300.0s
- Tokens
- 0 tok
#16 GPT-6.1 Sol
low- Cost
- $0.028
- Time
- 44.6s
- Tokens
- 2,881 tok
Top Models by Score
Score vs Total Cost
Response Time (avg)
Score vs Response Time (avg)
Total Output Tokens
Score vs Total Output Tokens
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| MiniMax M2.5 | 3.0 | 10.0 | 0.0% | 0 | 600.81s | 45,618 | 7,413 | 10,854 | |
| GPT-6.1 Sol | 10.0 | 10.0 | 100.0% | 0 | 46.57s | 85,882 | 798 | 461 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| MiniMax M2.5 | 7.9 | 6.3 | 83.3% | 2 | 20.82s | 612 | 286 | 45,344 | |
| GPT-6.1 Sol | 10.0 | 10.0 | 100.0% | 0 | 2.14s | 606 | 147 | 226 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| MiniMax M2.5 | 3.4 | 9.1 | 0.0% | 0 | 188.58s | 6,076 | 357 | 106,177 | |
| GPT-6.1 Sol | 10.0 | 10.0 | 100.0% | 0 | 4.48s | 7,302 | 388 | 1,286 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| MiniMax M2.5 | 3.7 | 1.8 | 50.0% | 2 | 83.19s | 119,959 | 16,687 | 18,834 | |
| GPT-6.1 Sol | 10.0 | 10.0 | 100.0% | 0 | 10.94s | 54,810 | 2,619 | 370 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| MiniMax M2.5 | 4.6 | 1.7 | 66.7% | 2 | 7.48s | 6,584 | 266 | 3,835 | |
| GPT-6.1 Sol | 10.0 | 10.0 | 100.0% | 0 | 1.94s | 7,140 | 222 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| MiniMax M2.5 | 2.9 | 7.2 | 11.1% | 1 | 158.88s | 368 | 14 | 45,372 | |
| GPT-6.1 Sol | 7.7 | 10.0 | 66.7% | 0 | 15.39s | 732 | 69 | 5,195 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| MiniMax M2.5 | 3.8 | 2.5 | 33.3% | 1 | 6.63s | 492 | 25 | 1,686 | |
| GPT-6.1 Sol | 10.0 | 10.0 | 100.0% | 0 | 3.66s | 477 | 114 | 142 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| MiniMax M2.5 | 7.5 | 10.0 | 50.0% | 0 | 621ms | 699 | 156 | 1,495 | |
| GPT-6.1 Sol | 10.0 | 10.0 | 100.0% | 0 | 2.21s | 660 | 93 | 115 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| MiniMax M2.5 | 5.3 | 7.2 | 44.4% | 1 | 11.21s | 495 | 1,069 | 9,605 | |
| GPT-6.1 Sol | 10.0 | 10.0 | 100.0% | 0 | 2.19s | 642 | 232 | 88 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| MiniMax M2.5 | 10.0 | 10.0 | 100.0% | 0 | 15.35s | 7,123 | 269 | 937 | |
| GPT-6.1 Sol | 10.0 | 10.0 | 100.0% | 0 | 5.53s | 5,454 | 246 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| MiniMax M2.5 | 3.0 | 10.0 | 0.0% | 0 | 80.79s | 213 | 1,280 | 18,535 | |
| GPT-6.1 Sol | 2.8 | 1.6 | 33.3% | 1 | 3.80s | 195 | 30 | 297 |
Quick Compare
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