- Rank
- #176
- Total Output Tokens
- 59,534
- Response Time (avg)
- 6.78s
- Total Cost
- $0.158
Gemini 3.1 Flash Lite Preview (medium) vs GLM 5.3 FlashX (medium)
GLM 5.3 FlashX (medium) leads on average score with 7.1 vs 7.0. GLM 5.3 FlashX (medium) has the lower benchmark cost at $0.114 vs $0.158. Gemini 3.1 Flash Lite Preview (medium) is faster at 6.78s vs 7.37s, with pass rates of 60.9% vs 69.6%.
Compared models
- Rank
- #171
- Total Output Tokens
- 30,048
- Response Time (avg)
- 7.37s
- Total Cost
- $0.114
Recommended model
GLM 5.3 FlashX (medium)
It has the strongest score in this comparison (7.1) and the best overall balance of cost and response time across 2 models.
Detailed comparison
| Metric | Gemini 3.1 Flash Lite Preview Gemini 3.1 Flash Lite Preview medium | GLM 5.3 FlashX GLM 5.3 FlashX medium |
|---|---|---|
| Score | 7.0 | 7.1 |
| Rank | #176 | #171 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.9 | 7.1 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 60.9% | 69.6% |
| Flaky tests | 0 | 8 |
| Total Runs | 69 | 69 |
| Cost per result | 1.124 | 0.946 |
| Total Cost | $0.158 | $0.114 |
| Input Price | $0.250 / 1M | $0.370 / 1M |
| Output Price | $1.500 / 1M | $1.250 / 1M |
| Cache Read Price | $0.025 / 1M | $0.090 / 1M |
| Cache Write Price | $0.084 / 1M | N/A |
| Total Input Tokens | 272,221 | 205,100 |
| Output Tokens | 12,345 | 8,639 |
| Reasoning Tokens | 47,189 | 21,409 |
| Response Time (avg) | 6.78s | 7.37s |
| Response Time (max) | 54.91s | 74.39s |
| Response Time (total) | 155.96s | 169.54s |
| Parameters | ~150B total (~10B active) | 320B total (18B active) |
| Availability | Closed | Closed |
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.
#176 Gemini 3.1 Flash Lite Preview
medium- Cost
- $0.003
- Time
- 5.2s
- Tokens
- 1,944 tok
#171 GLM 5.3 FlashX
medium- Cost
- $0.002
- Time
- 8.1s
- Tokens
- 1,480 tok
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 5.0 | 10.0 | 0.0% | 0 | 54.91s | 154,728 | 1,756 | 0 | |
| GLM 5.3 FlashX | 10.0 | 10.0 | 100.0% | 0 | 74.39s | 120,771 | 922 | 9,693 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 9.1 | 10.0 | 75.0% | 0 | 2.33s | 512 | 570 | 4,305 | |
| GLM 5.3 FlashX | 7.3 | 5.8 | 83.3% | 2 | 1.71s | 639 | 343 | 368 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 5.5 | 10.0 | 33.3% | 0 | 4.09s | 8,126 | 461 | 8,597 | |
| GLM 5.3 FlashX | 6.0 | 4.6 | 66.7% | 2 | 6.37s | 7,317 | 384 | 5,562 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 7.2 | 9.1 | 50.0% | 0 | 16.63s | 93,097 | 8,706 | 16,997 | |
| GLM 5.3 FlashX | 2.8 | 1.6 | 33.3% | 2 | 15.97s | 59,549 | 5,920 | 2,786 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 2.29s | 7,362 | 279 | 2,952 | |
| GLM 5.3 FlashX | 10.0 | 10.0 | 100.0% | 0 | 1.74s | 7,149 | 210 | 134 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 5.3 | 10.0 | 33.3% | 0 | 4.09s | 652 | 18 | 6,120 | |
| GLM 5.3 FlashX | 3.6 | 7.2 | 22.2% | 1 | 3.52s | 759 | 38 | 2,005 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 3.16s | 488 | 96 | 1,488 | |
| GLM 5.3 FlashX | 3.4 | 2.2 | 33.3% | 1 | 1.79s | 498 | 135 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 1.91s | 621 | 72 | 2,121 | |
| GLM 5.3 FlashX | 10.0 | 10.0 | 100.0% | 0 | 1.51s | 678 | 72 | 70 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 7.7 | 10.0 | 66.7% | 0 | 5.30s | 566 | 141 | 1,896 | |
| GLM 5.3 FlashX | 10.0 | 10.0 | 100.0% | 0 | 1.84s | 672 | 306 | 371 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 3.80s | 5,909 | 234 | 912 | |
| GLM 5.3 FlashX | 10.0 | 10.0 | 100.0% | 0 | 10.30s | 6,861 | 231 | 20 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 3.0 | 10.0 | 0.0% | 0 | 2.68s | 160 | 12 | 1,801 | |
| GLM 5.3 FlashX | 3.0 | 10.0 | 0.0% | 0 | 2.60s | 207 | 78 | 400 |
Quick Compare
Switch Comparison Pair
MiMo-V2.6-FlashlowvsGLM 5.3 FlashXmediumGemini 3.1 Flash Lite PreviewmediumvsGPT-5.2 ChatdefaultEmber-1lowvsGemini 3.1 Flash Lite PreviewmediumQwen3.8 Flash NextxhighvsGLM 5.3 FlashXmediumGemini 3.1 Flash Lite PreviewmediumvsStep 5 PreviewhighGPT-5.2 ChatdefaultvsGLM 5.3 FlashXmediumGemini 3.1 Flash Lite PreviewmediumvsGrok 4.6lowGemini 3.1 Flash Lite PreviewmediumvsMuse Glimmer 30BlowGemini 3.1 Flash Lite PreviewmediumvsMiMo-V2.6-FlashlowClaude Opus 5nonevsGLM 5.3 FlashXmediumEmber-1lowvsGLM 5.3 FlashXmediumStep 3.7 FlashlowvsGLM 5.3 FlashXmedium