- Rank
- #266
- Total Output Tokens
- 1,890
- Response Time (avg)
- 6.00s
- Total Cost
- $0.017
Gemini 2.5 Flash vs Hy4 preview (low)
Gemini 2.5 Flash leads on average score with 5.5 vs 5.4. Gemini 2.5 Flash has the lower benchmark cost at $0.017 vs $1.670. Gemini 2.5 Flash is faster at 6.00s vs 207.21s, with pass rates of 37.7% vs 21.7%.
Compared models
- Rank
- #274
- Total Output Tokens
- 687,477
- Response Time (avg)
- 207.21s
- Total Cost
- $1.670
Recommended model
Gemini 2.5 Flash
It has the best score here (5.5), while costing about 100.0x less than Hy4 preview (low).
Detailed comparison
| Metric | Gemini 2.5 Flash Gemini 2.5 Flash none | Hy4 preview Hy4 preview low |
|---|---|---|
| Score | 5.5 | 5.4 |
| Rank | #266 | #274 |
| Reliability | 10.0 | 6.5 |
| Consistency | 9.6 | 8.2 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 37.7% | 21.7% |
| Flaky tests | 1 | 4 |
| Total Runs | 69 | 69 |
| Cost per result | 0.209 | 61.455 |
| Total Cost | $0.017 | $1.670 |
| Input Price | $0.300 / 1M | $0.751 / 1M |
| Output Price | $2.500 / 1M | $2.251 / 1M |
| Total Input Tokens | 39,886 | 162,180 |
| Output Tokens | 1,890 | 5,030 |
| Reasoning Tokens | 0 | 682,447 |
| Response Time (avg) | 6.00s | 207.21s |
| Response Time (max) | 118.00s | 597.45s |
| Response Time (total) | 138.04s | 4765.91s |
| Parameters | ~350B total (~20B active) | 770B total (49B active) |
| Availability | Closed | Open source |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#266 Gemini 2.5 Flash
none
Invalid SVG
- Cost
- $0.164
- Time
- 215.5s
- Tokens
- 65,659 tok
#274 Hy4 preview
low
Provider returned error
- Cost
- $0.000
- Time
- 1.1s
- Tokens
- 0 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 2.5 Flash | 3.0 | 10.0 | 0.0% | 0 | 1.81s | 0 | 0 | 0 | |
| Hy4 preview | 4.7 | 1.6 | 66.7% | 1 | 52.36s | 117,026 | 1,008 | 3,931 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 3.0 | 10.0 | 0.0% | 0 | 582ms | 492 | 102 | 0 | |
| Hy4 preview | 6.0 | 8.9 | 0.0% | 0 | 129.60s | 624 | 478 | 72,022 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 5.5 | 10.0 | 33.3% | 0 | 736ms | 8,122 | 483 | 0 | |
| Hy4 preview | 5.2 | 8.6 | 0.0% | 0 | 219.15s | 6,110 | 135 | 96,407 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 3.0 | 10.0 | 0.0% | 0 | 61.19s | 16,470 | 486 | 0 | |
| Hy4 preview | 2.9 | 5.8 | 16.7% | 1 | 139.43s | 28,254 | 2,485 | 8,420 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 652ms | 7,257 | 279 | 0 | |
| Hy4 preview | 8.7 | 10.0 | 50.0% | 0 | 88.53s | 7,197 | 195 | 18,424 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 3.6 | 7.2 | 22.2% | 1 | 449ms | 642 | 12 | 0 | |
| Hy4 preview | 4.5 | 10.0 | 0.0% | 0 | 470.24s | 716 | 28 | 220,446 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 5.0 | 10.0 | 0.0% | 0 | 615ms | 486 | 78 | 0 | |
| Hy4 preview | 7.5 | 10.0 | 0.0% | 0 | 110.43s | 525 | 170 | 13,806 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 590ms | 615 | 72 | 0 | |
| Hy4 preview | 9.8 | 10.0 | 100.0% | 0 | 77.72s | 732 | 71 | 17,054 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 7.7 | 10.0 | 66.7% | 0 | 604ms | 558 | 132 | 0 | |
| Hy4 preview | 5.3 | 5.0 | 33.3% | 2 | 238.03s | 750 | 454 | 103,707 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 1.91s | 5,088 | 234 | 0 | |
| Hy4 preview | 3.0 | 10.0 | 0.0% | 0 | 93.67s | 0 | 0 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 3.0 | 10.0 | 0.0% | 0 | 1.15s | 156 | 12 | 0 | |
| Hy4 preview | 3.0 | 10.0 | 0.0% | 0 | 597.45s | 246 | 6 | 128,230 |
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