- Rank
- #277
- Total Output Tokens
- 100,726
- Response Time (avg)
- 36.17s
- Total Cost
- $0.040
DeepSeek V4 Flash 0423 vs Nemotron 3.5 Lightning (high)
Nemotron 3.5 Lightning (high) leads on average score with 5.6 vs 5.4. DeepSeek V4 Flash 0423 has the lower benchmark cost at $0.040 vs $0.134. DeepSeek V4 Flash 0423 is faster at 36.17s vs 58.26s, with pass rates of 27.3% vs 50.0%.
Compared models
- Rank
- #270
- Total Output Tokens
- 654,597
- Response Time (avg)
- 58.26s
- Total Cost
- $0.134
Recommended model
DeepSeek V4 Flash 0423
Its score stays close to the best score here (5.4 vs 5.6), while costing about 3.4x less than Nemotron 3.5 Lightning (high).
Detailed comparison
| Metric | DeepSeek V4 Flash 0423 DeepSeek V4 Flash 0423 none | Nemotron 3.5 Lightning Nemotron 3.5 Lightning high Free Available |
|---|---|---|
| Score | 5.4 | 5.6 |
| Rank | #277 | #270 |
| Reliability | 10.0 | 9.9 |
| Consistency | 8.5 | 5.6 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 27.3% | 50.0% |
| Flaky tests | 4 | 12 |
| Total Runs | 66 | 66 |
| Cost per result | 1.146 | 0.000 |
| Total Cost | $0.040 | $0.134 |
| Input Price | $0.089 / 1M | $0.080 / 1M |
| Output Price | $0.178 / 1M | $0.200 / 1M |
| Total Input Tokens | 240,230 | 118,016 |
| Output Tokens | 100,726 | 148,344 |
| Reasoning Tokens | 0 | 506,253 |
| Response Time (avg) | 36.17s | 58.26s |
| Response Time (max) | 247.27s | 285.26s |
| Response Time (total) | 795.83s | 1281.79s |
| Parameters | 284B total (13B active) | 30B total (3B active) |
| Availability | Open source | Weights available |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#277 DeepSeek V4 Flash 0423
none- Cost
- $0.004
- Time
- 157.6s
- Tokens
- 11,297 tok
#270 Nemotron 3.5 Lightning
high- Cost
- $0.000
- Time
- 92.8s
- Tokens
- 11,343 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
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0423 | 3.0 | 10.0 | 0.0% | 0 | 20.18s | 540 | 174 | 0 | |
| Nemotron 3.5 Lightning | 5.5 | 3.7 | 66.7% | 3 | 10.29s | 696 | 2,432 | 15,948 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0423 | 4.2 | 7.4 | 11.1% | 1 | 17.13s | 7,279 | 9,717 | 0 | |
| Nemotron 3.5 Lightning | 4.4 | 5.1 | 33.3% | 2 | 168.41s | 7,623 | 68,533 | 242,319 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0423 | 4.6 | 1.8 | 66.7% | 2 | 179.61s | 214,492 | 89,681 | 0 | |
| Nemotron 3.5 Lightning | 6.4 | 10.0 | 50.0% | 0 | 160.45s | 90,257 | 17,550 | 119,725 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0423 | 10.0 | 10.0 | 100.0% | 0 | 23.79s | 7,290 | 195 | 0 | |
| Nemotron 3.5 Lightning | 7.3 | 5.9 | 83.3% | 1 | 13.99s | 7,944 | 3,210 | 16,835 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0423 | 3.0 | 10.0 | 0.0% | 0 | 15.31s | 675 | 17 | 0 | |
| Nemotron 3.5 Lightning | 2.9 | 4.4 | 22.2% | 2 | 88.61s | 798 | 45,616 | 72,496 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0423 | 4.2 | 9.9 | 0.0% | 0 | 23.74s | 471 | 67 | 0 | |
| Nemotron 3.5 Lightning | 3.7 | 9.5 | 0.0% | 0 | 7.58s | 516 | 4,331 | 4,408 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0423 | 6.5 | 10.0 | 50.0% | 0 | 17.54s | 627 | 321 | 0 | |
| Nemotron 3.5 Lightning | 8.5 | 6.8 | 83.3% | 1 | 4.98s | 723 | 502 | 3,779 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0423 | 3.1 | 7.3 | 11.1% | 1 | 23.72s | 594 | 207 | 0 | |
| Nemotron 3.5 Lightning | 3.6 | 1.8 | 44.4% | 3 | 6.09s | 726 | 1,236 | 9,851 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0423 | 10.0 | 10.0 | 100.0% | 0 | 77.93s | 8,079 | 327 | 0 | |
| Nemotron 3.5 Lightning | 10.0 | 10.0 | 100.0% | 0 | 6.92s | 8,526 | 3,745 | 3,781 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0423 | 3.0 | 10.0 | 0.0% | 0 | 3.07s | 183 | 20 | 0 | |
| Nemotron 3.5 Lightning | 3.0 | 10.0 | 0.0% | 0 | 77.98s | 207 | 1,189 | 17,111 |
Quick Compare
Switch Comparison Pair
Nemotron 3.5 LightninghighFree AvailablevsHy4 previewlowKAT-Coder-Air V2.5mediumvsNemotron 3.5 LightninghighFree AvailableNemotron 3.5 LightninghighFree AvailablevsQwen3.6 27BnoneDeepSeek V4 Flash 0423nonevsLaguna S 2.1mediumFree AvailableGemma 4 26B A4BnoneFree AvailablevsNemotron 3.5 LightninghighFree AvailableNemotron 3.5 LightninghighFree AvailablevsQwen3.8 27BnoneNemotron 3.5 LightninghighFree AvailablevsGPT-6 LunanoneDeepSeek V4 Flash 0423nonevsKAT-Coder-Air V2.5lowDeepSeek V4 Flash 0423nonevsLaguna S 2.1highFree AvailableNemotron 3.5 LightninghighFree AvailablevsQwen3.5-122B-A10BnoneNemotron 3.5 LightninghighFree AvailablevsMiMo-V2.6-FlashnoneDeepSeek V4 Flash 0423nonevsHy4 previewlow