- Rank
- #102
- Total Output Tokens
- 1,170,181
- Response Time (avg)
- 78.20s
- Total Cost
- $0.757
DeepSeek V4.1 Flash 1017 (max) vs Kimi K3.1 Pro (high)
DeepSeek V4.1 Flash 1017 (max) leads on average score with 8.2 vs 8.2. DeepSeek V4.1 Flash 1017 (max) has the lower benchmark cost at $0.757 vs $1.646. Kimi K3.1 Pro (high) is faster at 54.31s vs 78.20s, with pass rates of 76.8% vs 79.7%.
Compared models
- Rank
- #107
- Total Output Tokens
- 114,612
- Response Time (avg)
- 54.31s
- Total Cost
- $1.646
Recommended model
DeepSeek V4.1 Flash 1017 (max)
It has the best score here (8.2), while costing about 2.2x less than Kimi K3.1 Pro (high).
Detailed comparison
| Metric | DeepSeek V4.1 Flash 1017 DeepSeek V4.1 Flash 1017 max | Kimi K3.1 Pro Kimi K3.1 Pro high |
|---|---|---|
| Score | 8.2 | 8.2 |
| Rank | #102 | #107 |
| Reliability | 10.0 | 8.5 |
| Consistency | 8.2 | 8.4 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 76.8% | 79.7% |
| Flaky tests | 5 | 5 |
| Total Runs | 69 | 69 |
| Cost per result | 5.041 | 10.288 |
| Total Cost | $0.757 | $1.646 |
| Input Price | $0.150 / 1M | $2.000 / 1M |
| Output Price | $0.600 / 1M | $10.000 / 1M |
| Cache Read Price | $0.003 / 1M | $0.200 / 1M |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 360,065 | 249,927 |
| Output Tokens | 7,711 | 10,175 |
| Reasoning Tokens | 1,162,470 | 104,437 |
| Response Time (avg) | 78.20s | 54.31s |
| Response Time (max) | 605.14s | 601.80s |
| Response Time (total) | 1798.65s | 1249.02s |
| Parameters | ~748B total (~16B active) | ~2.8T total (~104B active) |
| Availability | Open source | 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.
#102 DeepSeek V4.1 Flash 1017
max- Cost
- $0.018
- Time
- 135.0s
- Tokens
- 35,163 tok
#107 MoonshotAI: Kimi K3.1 Pro
high- Cost
- $0.074
- Time
- 141.9s
- Tokens
- 7,498 tok
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 10.0 | 10.0 | 100.0% | 0 | 45.58s | 139,675 | 1,771 | 5,358 | |
| Kimi K3.1 Pro | 7.4 | 3.8 | 66.7% | 1 | 93.37s | 138,832 | 2,133 | 3,989 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 8.3 | 10.0 | 75.0% | 0 | 4.16s | 852 | 193 | 6,178 | |
| Kimi K3.1 Pro | 10.0 | 10.0 | 100.0% | 0 | 6.91s | 1,650 | 562 | 2,282 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 5.6 | 4.2 | 66.7% | 2 | 199.23s | 7,509 | 111 | 475,423 | |
| Kimi K3.1 Pro | 10.0 | 10.0 | 100.0% | 0 | 24.94s | 8,070 | 464 | 9,637 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 10.0 | 10.0 | 100.0% | 0 | 104.92s | 192,579 | 4,716 | 125,203 | |
| Kimi K3.1 Pro | 4.6 | 2.7 | 33.3% | 2 | 36.74s | 80,954 | 5,564 | 3,489 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 10.0 | 10.0 | 100.0% | 0 | 1.99s | 7,446 | 207 | 1,323 | |
| Kimi K3.1 Pro | 10.0 | 10.0 | 100.0% | 0 | 4.83s | 7,845 | 273 | 541 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 5.9 | 7.2 | 55.6% | 1 | 260.29s | 909 | 11 | 487,376 | |
| Kimi K3.1 Pro | 5.3 | 7.2 | 44.4% | 1 | 274.56s | 1,324 | 131 | 66,591 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 10.0 | 10.0 | 100.0% | 0 | 3.52s | 549 | 128 | 1,020 | |
| Kimi K3.1 Pro | 10.0 | 10.0 | 100.0% | 0 | 8.92s | 735 | 171 | 800 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 10.0 | 10.0 | 100.0% | 0 | 1.73s | 783 | 69 | 1,223 | |
| Kimi K3.1 Pro | 10.0 | 10.0 | 100.0% | 0 | 5.71s | 1,185 | 147 | 1,029 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 6.3 | 4.9 | 66.7% | 2 | 12.29s | 828 | 247 | 17,864 | |
| Kimi K3.1 Pro | 8.2 | 7.2 | 88.9% | 1 | 8.23s | 1,425 | 325 | 2,477 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 10.0 | 10.0 | 100.0% | 0 | 2.43s | 8,674 | 237 | 349 | |
| Kimi K3.1 Pro | 10.0 | 10.0 | 100.0% | 0 | 11.68s | 7,439 | 348 | 228 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 3.0 | 10.0 | 0.0% | 0 | 97.77s | 261 | 21 | 41,153 | |
| Kimi K3.1 Pro | 3.0 | 10.0 | 0.0% | 0 | 89.65s | 468 | 57 | 13,374 |
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