- Rank
- #77
- Total Output Tokens
- 246,012
- Response Time (avg)
- 18.59s
- Total Cost
- $2.737
Gemini 3.5 Flash (high) vs GLM 5.2 (medium)
Gemini 3.5 Flash (high) leads on average score with 8.3 vs 8.2. GLM 5.2 (medium) has the lower benchmark cost at $0.398 vs $2.737. Gemini 3.5 Flash (high) is faster at 18.59s vs 26.88s, with pass rates of 85.5% vs 81.2%.
Compared models
- Rank
- #83
- Total Output Tokens
- 81,020
- Response Time (avg)
- 26.88s
- Total Cost
- $0.398
Recommended model
GLM 5.2 (medium)
Its score stays close to the best score here (8.2 vs 8.3), while costing about 6.9x less than Gemini 3.5 Flash (high).
Detailed comparison
| Metric | Gemini 3.5 Flash Gemini 3.5 Flash high | GLM 5.2 GLM 5.2 medium |
|---|---|---|
| Score | 8.3 | 8.2 |
| Rank | #77 | #83 |
| Reliability | 10.0 | 9.6 |
| Consistency | 9.3 | 8.1 |
| Attempts | 69/69 | 66/69 |
| Tests Correct | ||
| Attempt pass rate | 85.5% | 81.2% |
| Flaky tests | 2 | 4 |
| Total Runs | 69 | 66 |
| Cost per result | 14.402 | 2.890 |
| Total Cost | $2.737 | $0.398 |
| Input Price | $1.500 / 1M | $0.325 / 1M |
| Output Price | $9.000 / 1M | $3.990 / 1M |
| Total Input Tokens | 348,103 | 227,164 |
| Output Tokens | 11,045 | 20,029 |
| Reasoning Tokens | 234,967 | 60,991 |
| Response Time (avg) | 18.59s | 26.88s |
| Response Time (max) | 145.92s | 102.40s |
| Response Time (total) | 427.52s | 591.34s |
| Parameters | ~500B total (~20B active) | 744B total (40B active) |
| Availability | Closed | Open source |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#77 Gemini 3.5 Flash
high- Cost
- $0.208
- Time
- 118.2s
- Tokens
- 23,158 tok
#83 GLM 5.2
medium- Cost
- $0.041
- Time
- 195.8s
- Tokens
- 9,287 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 3.5 Flash | 3.4 | 9.6 | 0.0% | 0 | 87.32s | 240,957 | 2,268 | 38,262 | |
| GLM 5.2 | 10.0 | 10.0 | 100.0% | 0 | 102.40s | 189,965 | 7,768 | 11,491 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.57s | 492 | 174 | 4,997 | |
| GLM 5.2 | 10.0 | 10.0 | 100.0% | 0 | 5.89s | 639 | 497 | 2,634 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 22.96s | 8,118 | 456 | 47,129 | |
| GLM 5.2 | 8.2 | 7.2 | 88.9% | 1 | 40.96s | 7,317 | 1,475 | 17,123 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 8.2 | 6.9 | 66.7% | 1 | 84.14s | 82,416 | 7,153 | 93,585 | |
| GLM 5.2 | 5.0 | 5.0 | 50.0% | 0 | 51.96s | 12,696 | 458 | 4,531 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 6.43s | 7,548 | 279 | 8,466 | |
| GLM 5.2 | 10.0 | 10.0 | 100.0% | 0 | 13.44s | 7,149 | 348 | 2,345 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 5.3 | 7.2 | 44.4% | 1 | 16.99s | 642 | 12 | 28,526 | |
| GLM 5.2 | 4.1 | 4.4 | 44.5% | 2 | 45.47s | 551 | 8,188 | 11,606 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 3.63s | 486 | 115 | 1,650 | |
| GLM 5.2 | 10.0 | 10.0 | 100.0% | 0 | 17.39s | 498 | 54 | 1,842 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 3.35s | 615 | 70 | 3,799 | |
| GLM 5.2 | 9.9 | 10.0 | 100.0% | 0 | 7.90s | 678 | 94 | 1,518 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 3.23s | 558 | 241 | 4,940 | |
| GLM 5.2 | 8.2 | 7.2 | 88.9% | 1 | 13.13s | 672 | 536 | 4,822 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 9.8 | 10.0 | 100.0% | 0 | 4.96s | 6,115 | 265 | 1,608 | |
| GLM 5.2 | 10.0 | 10.0 | 100.0% | 0 | 20.41s | 6,861 | 230 | 550 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 3.94s | 156 | 12 | 2,005 | |
| GLM 5.2 | 3.0 | 10.0 | 0.0% | 0 | 34.25s | 138 | 381 | 2,529 |
Quick Compare
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