- Rank
- #145
- Total Output Tokens
- 241,365
- Response Time (avg)
- 20.51s
- Total Cost
- $0.680
Gemini 2.5 Flash (medium) vs Step 3.7 Flash (low)
Gemini 2.5 Flash (medium) leads on average score with 7.3 vs 7.2. Step 3.7 Flash (low) has the lower benchmark cost at $0.449 vs $0.680. Gemini 2.5 Flash (medium) is faster at 20.51s vs 20.72s, with pass rates of 68.1% vs 63.8%.
Compared models
- Rank
- #157
- Total Output Tokens
- 339,108
- Response Time (avg)
- 20.72s
- Total Cost
- $0.449
Recommended model
Step 3.7 Flash (low)
Its score stays close to the best score here (7.2 vs 7.3), while costing about 1.5x less than Gemini 2.5 Flash (medium).
Detailed comparison
| Metric | Gemini 2.5 Flash Gemini 2.5 Flash medium | Step 3.7 Flash Step 3.7 Flash low |
|---|---|---|
| Score | 7.3 | 7.2 |
| Rank | #145 | #157 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.6 | 7.9 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 68.1% | 63.8% |
| Flaky tests | 1 | 6 |
| Total Runs | 69 | 69 |
| Cost per result | 4.288 | 4.078 |
| Total Cost | $0.680 | $0.449 |
| Input Price | $0.300 / 1M | $0.200 / 1M |
| Output Price | $2.500 / 1M | $1.150 / 1M |
| Cache Read Price | $0.030 / 1M | $0.040 / 1M |
| Cache Write Price | $0.084 / 1M | N/A |
| Total Input Tokens | 132,507 | 292,685 |
| Output Tokens | 12,739 | 339,108 |
| Reasoning Tokens | 228,626 | 0 |
| Response Time (avg) | 20.51s | 20.72s |
| Response Time (max) | 140.50s | 124.75s |
| Response Time (total) | 471.64s | 476.67s |
| Parameters | ~350B total (~20B active) | 198B total (11B active) |
| Availability | Closed | Open source |
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.
#145 Gemini 2.5 Flash
medium
No output was saved. The original provider response or failure reason is unavailable.
- Cost
- $0.000
- Time
- 274.0s
- Tokens
- 0 tok
#157 Step 3.7 Flash
low
Invalid SVG
- Cost
- $0.004
- Time
- 25.3s
- Tokens
- 3,072 tok
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 | 6.54s | 0 | 0 | 0 | |
| Step 3.7 Flash | 7.4 | 3.8 | 66.7% | 1 | 83.63s | 188,843 | 18,715 | 0 |
| 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 | 8.4 | 10.0 | 75.0% | 0 | 6.30s | 492 | 255 | 10,233 | |
| Step 3.7 Flash | 8.7 | 7.9 | 91.7% | 1 | 4.02s | 756 | 10,896 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 7.8 | 10.0 | 66.7% | 0 | 41.01s | 6,669 | 543 | 32,303 | |
| Step 3.7 Flash | 8.2 | 7.2 | 88.9% | 1 | 9.46s | 7,437 | 18,685 | 0 |
| Combined | 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 | 84.47s | 110,544 | 11,112 | 95,241 | |
| Step 3.7 Flash | 7.3 | 5.8 | 83.3% | 1 | 66.18s | 77,415 | 93,682 | 0 |
| 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 | 4.06s | 7,257 | 279 | 2,325 | |
| Step 3.7 Flash | 7.3 | 5.8 | 83.3% | 1 | 2.29s | 7,398 | 2,667 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 5.9 | 7.2 | 55.6% | 1 | 37.07s | 642 | 18 | 80,864 | |
| Step 3.7 Flash | 2.9 | 7.2 | 11.1% | 1 | 22.65s | 837 | 48,299 | 0 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 4.8 | 10.0 | 0.0% | 0 | 4.86s | 486 | 92 | 1,899 | |
| Step 3.7 Flash | 3.4 | 9.3 | 0.0% | 0 | 7.00s | 525 | 4,604 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 9.8 | 10.0 | 100.0% | 0 | 2.62s | 615 | 69 | 1,203 | |
| Step 3.7 Flash | 9.8 | 10.0 | 100.0% | 0 | 1.58s | 735 | 1,857 | 0 |
| 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 | 3.18s | 558 | 126 | 2,499 | |
| Step 3.7 Flash | 5.5 | 9.9 | 33.3% | 0 | 1.84s | 756 | 3,564 | 0 |
| 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 | 6.20s | 5,088 | 234 | 1,140 | |
| Step 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 3.25s | 7,746 | 1,360 | 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 | 2.76s | 156 | 11 | 919 | |
| Step 3.7 Flash | 3.0 | 10.0 | 0.0% | 0 | 124.75s | 237 | 134,779 | 0 |
Quick Compare
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