- Rank
- #203
- Total Output Tokens
- 408,067
- Response Time (avg)
- 133.93s
- Total Cost
- $0.174
Solar Pro 4 (medium) vs GLM 5.1
The average score is effectively tied at 6.4 vs 6.5. Solar Pro 4 (medium) has the lower benchmark cost at $0.174 vs $0.311. GLM 5.1 is faster at 11.10s vs 133.93s, with pass rates of 60.9% vs 47.8%.
Compared models
- Rank
- #197
- Total Output Tokens
- 20,076
- Response Time (avg)
- 11.10s
- Total Cost
- $0.311
Recommended model
GLM 5.1
It has the best score here (6.5), while responding about 12.1x faster than Solar Pro 4 (medium).
Detailed comparison
| Metric | Solar Pro 4 Solar Pro 4 medium | GLM 5.1 GLM 5.1 none |
|---|---|---|
| Score | 6.4 | 6.5 |
| Rank | #203 | #197 |
| Reliability | 9.9 | 10.0 |
| Consistency | 8.4 | 8.2 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 60.9% | 47.8% |
| Flaky tests | 5 | 5 |
| Total Runs | 69 | 69 |
| Cost per result | 0.673 | 3.478 |
| Total Cost | $0.174 | $0.311 |
| Input Price | $0.090 / 1M | $0.965 / 1M |
| Output Price | $0.360 / 1M | $3.032 / 1M |
| Total Input Tokens | 299,558 | 258,956 |
| Output Tokens | 33,248 | 20,076 |
| Reasoning Tokens | 374,819 | 0 |
| Response Time (avg) | 133.93s | 11.10s |
| Response Time (max) | 519.91s | 107.19s |
| Response Time (total) | 3080.36s | 255.39s |
| Parameters | ~100B | 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.
#203 Solar Pro 4
medium
No showcase result has been generated for this model yet.
- Cost
- N/A
- Time
- -
- Tokens
- 0 tok
#197 GLM 5.1
none
Reached the allocated time limit (300 seconds) without receiving showcase output.
- Cost
- $0.000
- Time
- 300.0s
- 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 |
|---|---|---|---|---|---|---|---|---|---|
| Solar Pro 4 | 4.7 | 3.1 | 33.3% | 1 | 272.28s | 211,656 | 2,505 | 39,151 | |
| GLM 5.1 | 10.0 | 10.0 | 100.0% | 0 | 107.19s | 134,737 | 5,683 | 0 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Solar Pro 4 | 8.2 | 7.9 | 83.3% | 1 | 53.37s | 1,104 | 581 | 35,551 | |
| GLM 5.1 | 4.0 | 6.3 | 25.0% | 2 | 2.11s | 555 | 305 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Solar Pro 4 | 5.5 | 7.4 | 44.4% | 1 | 310.39s | 6,960 | 24,549 | 98,680 | |
| GLM 5.1 | 3.9 | 9.7 | 0.0% | 0 | 4.96s | 7,256 | 525 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Solar Pro 4 | 6.4 | 5.8 | 66.7% | 1 | 294.82s | 60,774 | 4,412 | 64,360 | |
| GLM 5.1 | 2.8 | 1.8 | 33.3% | 2 | 46.88s | 99,907 | 12,768 | 0 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Solar Pro 4 | 10.0 | 10.0 | 100.0% | 0 | 43.08s | 7,575 | 252 | 16,531 | |
| GLM 5.1 | 10.0 | 10.0 | 100.0% | 0 | 1.08s | 7,107 | 204 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Solar Pro 4 | 3.0 | 10.0 | 0.0% | 0 | 201.85s | 1,007 | 25 | 59,990 | |
| GLM 5.1 | 5.3 | 7.2 | 44.4% | 1 | 2.27s | 697 | 24 | 0 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Solar Pro 4 | 3.0 | 10.0 | 0.0% | 0 | 48.00s | 609 | 136 | 8,755 | |
| GLM 5.1 | 5.0 | 10.0 | 0.0% | 0 | 790ms | 477 | 39 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Solar Pro 4 | 9.8 | 10.0 | 100.0% | 0 | 40.08s | 909 | 76 | 12,588 | |
| GLM 5.1 | 9.8 | 10.0 | 100.0% | 0 | 1.98s | 636 | 66 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Solar Pro 4 | 9.0 | 7.9 | 88.9% | 1 | 45.83s | 1,017 | 469 | 22,441 | |
| GLM 5.1 | 7.7 | 10.0 | 66.7% | 0 | 1.45s | 609 | 151 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Solar Pro 4 | 10.0 | 10.0 | 100.0% | 0 | 7.86s | 7,620 | 225 | 768 | |
| GLM 5.1 | 10.0 | 10.0 | 100.0% | 0 | 10.68s | 6,789 | 300 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Solar Pro 4 | 3.0 | 10.0 | 0.0% | 0 | 108.62s | 327 | 18 | 16,004 | |
| GLM 5.1 | 3.0 | 10.0 | 0.0% | 0 | 2.34s | 186 | 11 | 0 |
Quick Compare
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