- Rank
- #240
- Total Output Tokens
- 56,269
- Response Time (avg)
- 6.03s
- Total Cost
- $0.118
Inkling Small (medium) vs MiMo-V2.6-Pro
The average score is effectively tied at 6.0 vs 6.0. Inkling Small (medium) has the lower benchmark cost at $0.118 vs $0.193. Inkling Small (medium) is faster at 6.03s vs 9.66s, with pass rates of 50.7% vs 43.5%.
Compared models
- Rank
- #239
- Total Output Tokens
- 82,069
- Response Time (avg)
- 9.66s
- Total Cost
- $0.193
Recommended model
Inkling Small (medium)
It has the best score here (6.0), while costing about 1.6x less than MiMo-V2.6-Pro.
Detailed comparison
| Metric | Inkling Small Inkling Small medium Free Available | MiMo-V2.6-Pro MiMo-V2.6-Pro none |
|---|---|---|
| Score | 6.0 | 6.0 |
| Rank | #240 | #239 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.1 | 9.3 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 50.7% | 43.5% |
| Flaky tests | 3 | 2 |
| Total Runs | 69 | 69 |
| Cost per result | 1.177 | 2.142 |
| Total Cost | $0.118 | $0.193 |
| Input Price | $0.450 / 1M | $0.435 / 1M |
| Output Price | $1.200 / 1M | $0.870 / 1M |
| Total Input Tokens | 100,255 | 278,866 |
| Output Tokens | 6,422 | 82,069 |
| Reasoning Tokens | 49,847 | 0 |
| Response Time (avg) | 6.03s | 9.66s |
| Response Time (max) | 17.26s | 106.86s |
| Response Time (total) | 138.65s | 222.07s |
| Parameters | 276B total (12B active) | 1.02T total (42B active) |
| Availability | Closed | Open source |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#240 Thinking Machines: Inkling Small
medium- Cost
- $0.003
- Time
- 13.4s
- Tokens
- 1,753 tok
#239 MiMo-V2.6-Pro
none- Cost
- $0.002
- Time
- 14.8s
- Tokens
- 2,260 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 |
|---|---|---|---|---|---|---|---|---|---|
| Inkling Small | 3.0 | 10.0 | 0.0% | 0 | 49ms | 0 | 0 | 0 | |
| MiMo-V2.6-Pro | 5.0 | 10.0 | 0.0% | 0 | 66.15s | 159,710 | 1,728 | 0 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Inkling Small | 10.0 | 10.0 | 100.0% | 0 | 4.09s | 702 | 401 | 5,846 | |
| MiMo-V2.6-Pro | 3.5 | 8.0 | 16.7% | 1 | 1.87s | 645 | 959 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Inkling Small | 7.8 | 10.0 | 66.7% | 0 | 10.49s | 7,374 | 434 | 13,783 | |
| MiMo-V2.6-Pro | 5.6 | 9.9 | 33.3% | 0 | 3.69s | 7,440 | 4,344 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Inkling Small | 3.8 | 5.8 | 33.3% | 1 | 8.89s | 76,198 | 4,299 | 1,761 | |
| MiMo-V2.6-Pro | 2.9 | 5.8 | 16.7% | 1 | 7.78s | 93,983 | 6,859 | 0 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Inkling Small | 10.0 | 10.0 | 100.0% | 0 | 3.95s | 7,068 | 216 | 2,123 | |
| MiMo-V2.6-Pro | 10.0 | 10.0 | 100.0% | 0 | 1.05s | 7,758 | 252 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Inkling Small | 3.0 | 10.0 | 0.0% | 0 | 7.65s | 804 | 69 | 9,365 | |
| MiMo-V2.6-Pro | 5.3 | 10.0 | 33.3% | 0 | 791ms | 762 | 27 | 0 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Inkling Small | 5.3 | 10.0 | 0.0% | 0 | 2.58s | 501 | 169 | 921 | |
| MiMo-V2.6-Pro | 5.1 | 10.0 | 0.0% | 0 | 1.40s | 498 | 154 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Inkling Small | 8.5 | 6.8 | 83.3% | 1 | 3.78s | 708 | 93 | 2,477 | |
| MiMo-V2.6-Pro | 9.8 | 10.0 | 100.0% | 0 | 803ms | 684 | 69 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Inkling Small | 5.8 | 7.7 | 44.4% | 1 | 5.24s | 714 | 469 | 6,498 | |
| MiMo-V2.6-Pro | 7.9 | 10.0 | 66.7% | 0 | 1.67s | 678 | 667 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Inkling Small | 3.0 | 10.0 | 0.0% | 0 | 2.12s | 5,967 | 240 | 207 | |
| MiMo-V2.6-Pro | 10.0 | 10.0 | 100.0% | 0 | 2.44s | 6,492 | 231 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Inkling Small | 3.0 | 10.0 | 0.0% | 0 | 14.19s | 219 | 32 | 6,866 | |
| MiMo-V2.6-Pro | 3.0 | 10.0 | 0.0% | 0 | 106.86s | 216 | 66,779 | 0 |
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