- Rank
- #230
- Total Output Tokens
- 26,073
- Response Time (avg)
- 11.40s
- Total Cost
- $3.395
Claude Fable 5.1 (low) vs DeepSeek V4 Flash 0423
DeepSeek V4 Flash 0423 leads on average score with 6.3 vs 6.2. DeepSeek V4 Flash 0423 has the lower benchmark cost at $0.050 vs $3.395. Claude Fable 5.1 (low) is faster at 11.40s vs 38.64s, with pass rates of 55.1% vs 30.4%.
Compared models
- Rank
- #223
- Total Output Tokens
- 115,591
- Response Time (avg)
- 38.64s
- Total Cost
- $0.050
Recommended model
Claude Fable 5.1 (low)
Its score stays close to the best score here (6.2 vs 6.3), while responding about 3.4x faster than DeepSeek V4 Flash 0423.
Detailed comparison
| Metric | Claude Fable 5.1 Claude Fable 5.1 low | DeepSeek V4 Flash 0423 DeepSeek V4 Flash 0423 none |
|---|---|---|
| Score | 6.2 | 6.3 |
| Rank | #230 | #223 |
| Reliability | 10.0 | 10.0 |
| Consistency | 8.9 | 8.6 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 55.1% | 30.4% |
| Flaky tests | 3 | 4 |
| Total Runs | 69 | 69 |
| Cost per result | 30.862 | 1.220 |
| Total Cost | $3.395 | $0.050 |
| Input Price | $10.000 / 1M | $0.079 / 1M |
| Output Price | $50.000 / 1M | $0.158 / 1M |
| Total Input Tokens | 209,116 | 403,455 |
| Output Tokens | 10,031 | 115,591 |
| Reasoning Tokens | 16,042 | 0 |
| Response Time (avg) | 11.40s | 38.64s |
| Response Time (max) | 34.77s | 247.27s |
| Response Time (total) | 262.14s | 888.69s |
| Parameters | ~9.5T total (~878B active) | 284B total (13B active) |
| Availability | Closed | Open source |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#230 Claude Fable 5.1
low- Cost
- $0.126
- Time
- 28.5s
- Tokens
- 2,652 tok
#223 DeepSeek V4 Flash 0423
none- Cost
- $0.004
- Time
- 157.6s
- Tokens
- 11,297 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 |
|---|---|---|---|---|---|---|---|---|---|
| Claude Fable 5.1 | 2.8 | 1.6 | 33.3% | 1 | 34.77s | 74,534 | 1,076 | 622 | |
| DeepSeek V4 Flash 0423 | 10.0 | 10.0 | 100.0% | 0 | 92.87s | 163,225 | 14,865 | 0 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Fable 5.1 | 6.5 | 10.0 | 50.0% | 0 | 4.54s | 858 | 666 | 0 | |
| DeepSeek V4 Flash 0423 | 3.0 | 10.0 | 0.0% | 0 | 20.18s | 540 | 174 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Fable 5.1 | 3.4 | 10.0 | 0.0% | 0 | 6.75s | 10,608 | 1,753 | 0 | |
| DeepSeek V4 Flash 0423 | 4.2 | 7.4 | 11.1% | 1 | 17.13s | 7,279 | 9,717 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Fable 5.1 | 10.0 | 10.0 | 100.0% | 0 | 29.40s | 97,043 | 4,733 | 3,850 | |
| DeepSeek V4 Flash 0423 | 4.6 | 1.8 | 66.7% | 2 | 179.61s | 214,492 | 89,681 | 0 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Fable 5.1 | 10.0 | 10.0 | 100.0% | 0 | 4.71s | 10,515 | 312 | 0 | |
| DeepSeek V4 Flash 0423 | 10.0 | 10.0 | 100.0% | 0 | 23.79s | 7,290 | 195 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Fable 5.1 | 4.1 | 4.4 | 44.5% | 2 | 19.30s | 990 | 61 | 8,940 | |
| DeepSeek V4 Flash 0423 | 3.0 | 10.0 | 0.0% | 0 | 15.31s | 675 | 17 | 0 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Fable 5.1 | 10.0 | 10.0 | 100.0% | 0 | 5.62s | 714 | 325 | 0 | |
| DeepSeek V4 Flash 0423 | 4.2 | 9.9 | 0.0% | 0 | 23.74s | 471 | 67 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Fable 5.1 | 6.5 | 10.0 | 50.0% | 0 | 5.24s | 921 | 278 | 0 | |
| DeepSeek V4 Flash 0423 | 6.5 | 10.0 | 50.0% | 0 | 17.54s | 627 | 321 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Fable 5.1 | 7.7 | 10.0 | 66.7% | 0 | 4.78s | 912 | 452 | 0 | |
| DeepSeek V4 Flash 0423 | 3.1 | 7.3 | 11.1% | 1 | 23.72s | 594 | 207 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Fable 5.1 | 10.0 | 10.0 | 100.0% | 0 | 13.22s | 11,757 | 354 | 0 | |
| DeepSeek V4 Flash 0423 | 10.0 | 10.0 | 100.0% | 0 | 77.93s | 8,079 | 327 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Fable 5.1 | 3.0 | 10.0 | 0.0% | 0 | 19.18s | 264 | 21 | 2,630 | |
| DeepSeek V4 Flash 0423 | 3.0 | 10.0 | 0.0% | 0 | 3.07s | 183 | 20 | 0 |
Quick Compare
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