- Rank
- #337
- Total Output Tokens
- 118,380
- Response Time (avg)
- 38.01s
- Total Cost
- $0.000
Cobuddy (medium) vs Nemotron 3.5 Lightning
Cobuddy (medium) leads on average score with 4.4 vs 3.8. Cobuddy (medium) has the lower benchmark cost at $0.000 vs $0.007. Nemotron 3.5 Lightning is faster at 15.92s vs 38.01s, with pass rates of 43.5% vs 15.9%.
Compared models
- Rank
- #353
- Total Output Tokens
- 4,779
- Response Time (avg)
- 15.92s
- Total Cost
- $0.007
Recommended model
Cobuddy (medium)
It has the strongest score in this comparison (4.4) and the best overall balance of cost and response time across all 2 models.
Detailed comparison
| Metric | Cobuddy Cobuddy medium Free Available | Nemotron 3.5 Lightning Nemotron 3.5 Lightning none Free Available |
|---|---|---|
| Score | 4.4 | 3.8 |
| Rank | #337 | #353 |
| Reliability | 10.0 | 9.8 |
| Consistency | 7.3 | 9.3 |
| Attempts | 66/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 43.5% | 15.9% |
| Flaky tests | 6 | 2 |
| Total Runs | 66 | 69 |
| Cost per result | 0.000 | 0.000 |
| Total Cost | $0.000 | $0.007 |
| Input Price | $0.000 / 1M | $0.060 / 1M |
| Output Price | $0.000 / 1M | $0.170 / 1M |
| Cache Read Price | N/A | $0.030 / 1M |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 37,449 | 97,418 |
| Output Tokens | 1,677 | 4,779 |
| Reasoning Tokens | 116,703 | 0 |
| Response Time (avg) | 38.01s | 15.92s |
| Response Time (max) | 309.02s | 339.57s |
| Response Time (total) | 798.15s | 366.20s |
| Parameters | ~21B total (~3B active) | 30B total (3B active) |
| Availability | Closed | Weights available |
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.
#337 Cobuddy
medium
No endpoints found for baidu/cobuddy:free.
- Cost
- $0.000
- Time
- 0.1s
- Tokens
- 0 tok
#353 Nemotron 3.5 Lightning
none- Cost
- $0.000
- Time
- 101.6s
- Tokens
- 6,775 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 |
|---|---|---|---|---|---|---|---|---|---|
| Cobuddy | 3.0 | 10.0 | 0.0% | 0 | 173ms | 0 | 0 | 0 | |
| Nemotron 3.5 Lightning | 3.0 | 10.0 | 0.0% | 0 | 339.57s | 23,344 | 2,048 | 0 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Cobuddy | 8.7 | 7.9 | 91.7% | 1 | 10.00s | 453 | 98 | 4,666 | |
| Nemotron 3.5 Lightning | 4.8 | 10.0 | 25.0% | 0 | 2.12s | 696 | 665 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Cobuddy | 3.7 | 6.7 | 22.2% | 1 | 79.17s | 4,726 | 358 | 30,138 | |
| Nemotron 3.5 Lightning | 3.1 | 7.2 | 11.1% | 1 | 1.55s | 7,623 | 589 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Cobuddy | 1.5 | 5.0 | 0.0% | 0 | 47.38s | 18,324 | 465 | 7,265 | |
| Nemotron 3.5 Lightning | 3.0 | 10.0 | 0.0% | 0 | 2.02s | 46,425 | 579 | 0 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Cobuddy | 6.3 | 5.8 | 66.7% | 1 | 17.36s | 8,181 | 275 | 5,591 | |
| Nemotron 3.5 Lightning | 6.5 | 10.0 | 50.0% | 0 | 633ms | 7,944 | 243 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Cobuddy | 2.9 | 4.4 | 22.2% | 2 | 128.15s | 540 | 10 | 49,454 | |
| Nemotron 3.5 Lightning | 3.0 | 10.0 | 0.0% | 0 | 683ms | 798 | 24 | 0 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Cobuddy | 4.2 | 9.9 | 0.0% | 0 | 23.23s | 498 | 76 | 3,782 | |
| Nemotron 3.5 Lightning | 4.4 | 9.9 | 0.0% | 0 | 586ms | 516 | 83 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Cobuddy | 9.8 | 10.0 | 100.0% | 0 | 11.60s | 508 | 64 | 2,842 | |
| Nemotron 3.5 Lightning | 6.5 | 10.0 | 50.0% | 0 | 511ms | 723 | 63 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Cobuddy | 3.6 | 7.2 | 22.2% | 1 | 12.83s | 561 | 189 | 5,808 | |
| Nemotron 3.5 Lightning | 3.1 | 10.0 | 0.0% | 0 | 750ms | 726 | 227 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Cobuddy | 10.0 | 10.0 | 100.0% | 0 | 11.19s | 3,505 | 133 | 294 | |
| Nemotron 3.5 Lightning | 2.8 | 1.6 | 33.3% | 1 | 1.70s | 8,416 | 246 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Cobuddy | 3.0 | 10.0 | 0.0% | 0 | 36.98s | 153 | 9 | 6,863 | |
| Nemotron 3.5 Lightning | 3.0 | 10.0 | 0.0% | 0 | 575ms | 207 | 12 | 0 |
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