- Rank
- #202
- Total Output Tokens
- 12,432
- Response Time (avg)
- 6.05s
- Total Cost
- $0.155
Gemini 3 Flash Preview vs Kimi K2.5 (medium)
The average score is effectively tied at 6.4 vs 6.4. Gemini 3 Flash Preview has the lower benchmark cost at $0.155 vs $0.603. Gemini 3 Flash Preview is faster at 6.05s vs 125.76s, with pass rates of 62.3% vs 60.9%.
Compared models
- Rank
- #206
- Total Output Tokens
- 241,096
- Response Time (avg)
- 125.76s
- Total Cost
- $0.603
Recommended model
Gemini 3 Flash Preview
It has the best score here (6.4), while costing about 3.9x less than Kimi K2.5 (medium).
Detailed comparison
| Metric | Gemini 3 Flash Preview Gemini 3 Flash Preview none | Kimi K2.5 Kimi K2.5 medium |
|---|---|---|
| Score | 6.4 | 6.4 |
| Rank | #202 | #206 |
| Reliability | 10.0 | 9.6 |
| Consistency | 8.9 | 7.1 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 62.3% | 60.9% |
| Flaky tests | 3 | 8 |
| Total Runs | 69 | 69 |
| Cost per result | 1.187 | 6.085 |
| Total Cost | $0.155 | $0.603 |
| Input Price | $0.500 / 1M | $0.450 / 1M |
| Output Price | $3.000 / 1M | $2.250 / 1M |
| Total Input Tokens | 233,893 | 292,271 |
| Output Tokens | 12,432 | 55,025 |
| Reasoning Tokens | 0 | 186,071 |
| Response Time (avg) | 6.05s | 125.76s |
| Response Time (max) | 57.84s | 566.79s |
| Response Time (total) | 102.89s | 2137.84s |
| 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.
#202 Gemini 3 Flash Preview
none- Cost
- $0.003
- Time
- 5.6s
- Tokens
- 981 tok
#206 MoonshotAI: Kimi K2.5
medium- Cost
- $0.030
- Time
- 58.6s
- Tokens
- 8,683 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 5.0 | 10.0 | 0.0% | 0 | 57.84s | 129,676 | 1,722 | 0 | |
| Kimi K2.5 | 3.9 | 9.6 | 0.0% | 0 | 566.79s | 173,775 | 1,503 | 18,651 |
| 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 | 8.3 | 10.0 | 75.0% | 0 | 1.25s | 498 | 214 | 0 | |
| Kimi K2.5 | 7.3 | 5.8 | 83.3% | 2 | 51.38s | 634 | 2,789 | 8,880 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 5.5 | 10.0 | 33.3% | 0 | 1.80s | 8,122 | 453 | 0 | |
| Kimi K2.5 | 6.1 | 4.6 | 66.7% | 2 | 217.49s | 6,935 | 5,705 | 74,693 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 3.8 | 1.6 | 50.0% | 2 | 12.38s | 80,061 | 9,175 | 0 | |
| Kimi K2.5 | 6.7 | 9.1 | 50.0% | 0 | 89.19s | 95,416 | 14,448 | 11,209 |
| 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 | 1.41s | 7,263 | 279 | 0 | |
| Kimi K2.5 | 10.0 | 10.0 | 100.0% | 0 | 49.78s | 7,020 | 563 | 7,940 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 7.7 | 10.0 | 66.7% | 0 | 879ms | 650 | 18 | 0 | |
| Kimi K2.5 | 2.9 | 4.4 | 22.2% | 2 | 111.65s | 533 | 12,151 | 32,741 |
| 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 | 1.13s | 490 | 104 | 0 | |
| Kimi K2.5 | 6.5 | 3.4 | 66.7% | 1 | 69.73s | 480 | 3,815 | 4,262 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 6.4 | 5.8 | 66.7% | 1 | 1.58s | 619 | 74 | 0 | |
| Kimi K2.5 | 10.0 | 10.0 | 100.0% | 0 | 92.47s | 675 | 5,371 | 6,547 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 7.7 | 10.0 | 66.7% | 0 | 1.05s | 574 | 144 | 0 | |
| Kimi K2.5 | 5.3 | 7.3 | 44.4% | 1 | 43.23s | 659 | 8,426 | 12,692 |
| 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 | 3.35s | 5,784 | 234 | 0 | |
| Kimi K2.5 | 10.0 | 10.0 | 100.0% | 0 | 31.74s | 5,933 | 242 | 812 |
| Trivia | 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 | 1.07s | 156 | 15 | 0 | |
| Kimi K2.5 | 3.0 | 10.0 | 0.0% | 0 | 83.95s | 211 | 12 | 7,644 |
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