- Rank
- #266
- Total Output Tokens
- 1,890
- Response Time (avg)
- 6.00s
- Total Cost
- $0.017
Gemini 2.5 Flash vs Step 3.5 Flash (medium)
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 $0.105. Gemini 2.5 Flash is faster at 6.00s vs 190.48s, with pass rates of 37.7% vs 49.3%.
Compared models
- Rank
- #276
- Total Output Tokens
- 607,130
- Response Time (avg)
- 190.48s
- Total Cost
- $0.105
Recommended model
Gemini 2.5 Flash
It has the best score here (5.5), while costing about 6.3x less than Step 3.5 Flash (medium).
Detailed comparison
| Metric | Gemini 2.5 Flash Gemini 2.5 Flash none | Step 3.5 Flash Step 3.5 Flash medium |
|---|---|---|
| Score | 5.5 | 5.4 |
| Rank | #266 | #276 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.6 | 8.3 |
| Attempts | 69/69 | 66/69 |
| Tests Correct | ||
| Attempt pass rate | 37.7% | 49.3% |
| Flaky tests | 1 | 3 |
| Total Runs | 69 | 66 |
| Cost per result | 0.209 | 1.047 |
| Total Cost | $0.017 | $0.105 |
| Input Price | $0.300 / 1M | $0.100 / 1M |
| Output Price | $2.500 / 1M | $0.300 / 1M |
| Total Input Tokens | 39,886 | 139,086 |
| Output Tokens | 1,890 | 193,584 |
| Reasoning Tokens | 0 | 413,546 |
| Response Time (avg) | 6.00s | 190.48s |
| Response Time (max) | 118.00s | 1597.85s |
| Response Time (total) | 138.04s | 3238.23s |
| Parameters | ~350B total (~20B active) | 196B total (11B 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
#276 Step 3.5 Flash
medium- Cost
- $0.008
- Time
- 277.1s
- Tokens
- 23,695 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 | |
| Step 3.5 Flash | 2.8 | 1.6 | 33.3% | 1 | 172.16s | 73,370 | 4,160 | 34,434 |
| 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 | |
| Step 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 40.57s | 694 | 20,391 | 24,176 |
| 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 | |
| Step 3.5 Flash | 2.4 | 5.2 | 0.0% | 0 | 258.38s | 2,211 | 13,207 | 22,429 |
| 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 | |
| Step 3.5 Flash | 6.5 | 10.0 | 50.0% | 0 | 813.71s | 44,914 | 18,150 | 111,004 |
| 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 | |
| Step 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 15.01s | 7,368 | 600 | 13,886 |
| 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 | |
| Step 3.5 Flash | 3.5 | 4.4 | 33.3% | 2 | 311.60s | 682 | 126,213 | 175,555 |
| 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 | |
| Step 3.5 Flash | 5.5 | 10.0 | 0.0% | 0 | 22.39s | 509 | 240 | 3,506 |
| 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 | |
| Step 3.5 Flash | 8.3 | 10.0 | 50.0% | 0 | 4.78s | 705 | 2,364 | 3,521 |
| 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 | |
| Step 3.5 Flash | 5.3 | 10.0 | 33.3% | 0 | 7.22s | 711 | 5,630 | 10,861 |
| 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 | |
| Step 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 11.91s | 7,701 | 275 | 3,802 |
| 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 | |
| Step 3.5 Flash | 3.0 | 10.0 | 0.0% | 0 | 108.45s | 221 | 2,354 | 10,372 |
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