- Rank
- #119
- Total Output Tokens
- 40,776
- Response Time (avg)
- 6.51s
- Total Cost
- $0.185
Gemini 3 Flash Preview (low) vs Kimi K2.7 Code (medium)
Kimi K2.7 Code (medium) leads on average score with 7.4 vs 7.4. Gemini 3 Flash Preview (low) has the lower benchmark cost at $0.185 vs $0.709. Gemini 3 Flash Preview (low) is faster at 6.51s vs 80.09s, with pass rates of 75.8% vs 63.6%.
Compared models
- Rank
- #114
- Total Output Tokens
- 239,546
- Response Time (avg)
- 80.09s
- Total Cost
- $0.709
Recommended model
Gemini 3 Flash Preview (low)
Its score stays close to the best score here (7.4 vs 7.4), while costing about 3.8x less than Kimi K2.7 Code (medium).
Detailed comparison
| Metric | Gemini 3 Flash Preview Gemini 3 Flash Preview low | Kimi K2.7 Code Kimi K2.7 Code medium |
|---|---|---|
| Score | 7.4 | 7.4 |
| Rank | #119 | #114 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.2 | 8.0 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 75.8% | 63.6% |
| Flaky tests | 2 | 5 |
| Total Runs | 66 | 66 |
| Cost per result | 1.152 | 7.096 |
| Total Cost | $0.185 | $0.709 |
| Input Price | $0.500 / 1M | $0.710 / 1M |
| Output Price | $3.000 / 1M | $3.500 / 1M |
| Total Input Tokens | 123,687 | 72,085 |
| Output Tokens | 9,572 | 57,453 |
| Reasoning Tokens | 31,204 | 182,093 |
| Response Time (avg) | 6.51s | 80.09s |
| Response Time (max) | 17.13s | 365.80s |
| Response Time (total) | 143.12s | 1681.85s |
| Parameters | ~500B total (~20B active) | 1T total (32B active) |
| Availability | Closed | Weights available |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#119 Gemini 3 Flash Preview
low- Cost
- $0.007
- Time
- 12.1s
- Tokens
- 2,289 tok
#114 MoonshotAI: Kimi K2.7 Code
medium- Cost
- $0.025
- Time
- 138.0s
- Tokens
- 6,093 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
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 3.48s | 500 | 281 | 3,082 | |
| Kimi K2.7 Code | 7.3 | 5.8 | 83.3% | 2 | 11.56s | 618 | 3,048 | 5,041 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 5.8 | 7.2 | 44.4% | 1 | 6.00s | 8,122 | 456 | 7,421 | |
| Kimi K2.7 Code | 7.8 | 9.3 | 66.7% | 0 | 146.73s | 4,650 | 1,864 | 25,635 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 3.0 | 10.0 | 0.0% | 0 | 10.20s | 99,775 | 7,822 | 0 | |
| Kimi K2.7 Code | 7.3 | 5.8 | 83.3% | 1 | 66.03s | 57,353 | 3,642 | 21,308 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 9.40s | 7,261 | 279 | 3,656 | |
| Kimi K2.7 Code | 10.0 | 10.0 | 100.0% | 0 | 12.27s | 7,014 | 248 | 2,569 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 5.3 | 7.2 | 44.4% | 1 | 9.74s | 648 | 12 | 9,096 | |
| Kimi K2.7 Code | 3.7 | 6.5 | 22.2% | 1 | 184.17s | 443 | 29,311 | 66,939 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 3.68s | 492 | 120 | 981 | |
| Kimi K2.7 Code | 10.0 | 10.0 | 100.0% | 0 | 10.78s | 477 | 1,024 | 1,071 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 9.9 | 10.0 | 100.0% | 0 | 7.02s | 621 | 71 | 2,752 | |
| Kimi K2.7 Code | 9.9 | 10.0 | 100.0% | 0 | 5.39s | 669 | 725 | 1,232 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 5.77s | 562 | 288 | 3,168 | |
| Kimi K2.7 Code | 5.9 | 7.7 | 44.4% | 1 | 41.00s | 651 | 15,438 | 17,368 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 4.99s | 5,550 | 234 | 415 | |
| Kimi K2.7 Code | 3.0 | 10.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 2.75s | 156 | 9 | 633 | |
| Kimi K2.7 Code | 3.0 | 10.0 | 0.0% | 0 | 341.76s | 210 | 2,153 | 40,930 |
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