- Rank
- #120
- Total Output Tokens
- 66,174
- Response Time (avg)
- 7.71s
- Total Cost
- $0.063
Claude Haiku 5.5 (medium) vs DeepSeek V4 Flash 0731 (medium)
DeepSeek V4 Flash 0731 (medium) leads on average score with 7.8 vs 7.7. Claude Haiku 5.5 (medium) has the lower benchmark cost at $0.063 vs $0.460. Claude Haiku 5.5 (medium) is faster at 7.71s vs 94.16s, with pass rates of 71.0% vs 72.5%.
Compared models
- Rank
- #117
- Total Output Tokens
- 358,225
- Response Time (avg)
- 94.16s
- Total Cost
- $0.460
Recommended model
Claude Haiku 5.5 (medium)
Its score stays close to the best score here (7.7 vs 7.8), while costing about 7.3x less than DeepSeek V4 Flash 0731 (medium).
Detailed comparison
| Metric | Claude Haiku 5.5 Claude Haiku 5.5 medium | DeepSeek V4 Flash 0731 DeepSeek V4 Flash 0731 medium |
|---|---|---|
| Score | 7.7 | 7.8 |
| Rank | #120 | #117 |
| Reliability | 10.0 | 10.0 |
| Consistency | 7.5 | 7.2 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 71.0% | 72.5% |
| Flaky tests | 7 | 8 |
| Total Runs | 69 | 69 |
| Cost per result | 0.485 | 1.176 |
| Total Cost | $0.063 | $0.460 |
| Input Price | $0.100 / 1M | $0.005 / 1M |
| Output Price | $0.500 / 1M | $1.280 / 1M |
| Cache Read Price | $0.010 / 1M | $0.005 / 1M |
| Cache Write Price | $0.125 / 1M | N/A |
| Total Input Tokens | 298,334 | 274,189 |
| Output Tokens | 10,328 | 66,689 |
| Reasoning Tokens | 55,846 | 510,525 |
| Response Time (avg) | 7.71s | 94.16s |
| Response Time (max) | 47.70s | 303.26s |
| Response Time (total) | 177.29s | 2165.72s |
| Parameters | ~50B | 284B total (13B active) |
| Availability | Closed | 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.
#120 Claude Haiku 5.5
medium- Cost
- $0.002
- Time
- 17.2s
- Tokens
- 3,524 tok
#117 DeepSeek V4 Flash 0731
medium- Cost
- $0.004
- Time
- 93.3s
- Tokens
- 13,252 tok
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Haiku 5.5 | 10.0 | 10.0 | 100.0% | 0 | 47.70s | 163,704 | 2,705 | 6,272 | |
| DeepSeek V4 Flash 0731 | 10.0 | 10.0 | 100.0% | 0 | 303.26s | 184,370 | 8,291 | 18,068 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Haiku 5.5 | 8.7 | 7.9 | 91.7% | 1 | 2.36s | 858 | 471 | 1,871 | |
| DeepSeek V4 Flash 0731 | 8.2 | 7.9 | 83.3% | 1 | 17.95s | 698 | 2,101 | 6,715 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Haiku 5.5 | 6.3 | 4.8 | 66.7% | 2 | 7.16s | 10,608 | 518 | 11,415 | |
| DeepSeek V4 Flash 0731 | 6.4 | 4.4 | 77.8% | 2 | 198.78s | 6,032 | 4,109 | 160,154 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Haiku 5.5 | 7.3 | 5.8 | 83.3% | 1 | 20.29s | 97,091 | 4,812 | 17,244 | |
| DeepSeek V4 Flash 0731 | 7.3 | 5.8 | 83.3% | 1 | 150.58s | 65,118 | 40,110 | 97,296 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Haiku 5.5 | 10.0 | 10.0 | 100.0% | 0 | 3.43s | 10,515 | 312 | 1,666 | |
| DeepSeek V4 Flash 0731 | 10.0 | 10.0 | 100.0% | 0 | 5.21s | 7,290 | 287 | 1,519 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Haiku 5.5 | 2.9 | 4.4 | 22.2% | 2 | 7.96s | 990 | 71 | 10,376 | |
| DeepSeek V4 Flash 0731 | 2.9 | 7.2 | 11.1% | 1 | 203.11s | 592 | 9,333 | 154,069 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Haiku 5.5 | 3.8 | 2.5 | 33.3% | 1 | 5.17s | 714 | 192 | 1,933 | |
| DeepSeek V4 Flash 0731 | 6.1 | 3.1 | 66.7% | 1 | 12.16s | 471 | 66 | 1,589 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Haiku 5.5 | 10.0 | 10.0 | 100.0% | 0 | 3.01s | 921 | 100 | 1,278 | |
| DeepSeek V4 Flash 0731 | 8.5 | 6.8 | 83.3% | 1 | 2.42s | 706 | 109 | 580 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Haiku 5.5 | 7.7 | 10.0 | 66.7% | 0 | 2.67s | 912 | 568 | 2,119 | |
| DeepSeek V4 Flash 0731 | 8.2 | 7.3 | 88.9% | 1 | 65.12s | 594 | 1,530 | 66,970 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Haiku 5.5 | 10.0 | 10.0 | 100.0% | 0 | 5.02s | 11,757 | 354 | 609 | |
| DeepSeek V4 Flash 0731 | 10.0 | 10.0 | 100.0% | 0 | 4.41s | 8,178 | 374 | 152 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Haiku 5.5 | 3.0 | 10.0 | 0.0% | 0 | 3.12s | 264 | 225 | 1,063 | |
| DeepSeek V4 Flash 0731 | 3.0 | 10.0 | 0.0% | 0 | 56.64s | 140 | 379 | 3,413 |
Quick Compare
Switch Comparison Pair
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