Command A+ (medium) leads on average score with 3.4 vs 0.8. Nimble v3 9B (default) has the lower benchmark cost at ~$0.001 vs $0.064. Nimble v3 9B (default) is faster at 363ms vs 91.72s, with pass rates of 4.4% vs 0.0%.
Last updated at:
2026-10-16
Compared models
Candidate responses were generated on local hardware. OpenRouter was used only for judging. nimble-v3:9b-q8_0 · Q8_0 · Ollama 0.40.5 · NVIDIA GeForce RTX 3090.
Rank
#430
Total Output Tokens
0
Response Time (avg)
363ms
Total Cost
~$0.001Estimated GPU electricity cost only. It excludes the rest of the computer and hardware ownership. NVIDIA GeForce RTX 3090: 0.0021 h × 0.377 kW × €0.2896/kWh × 1.138 USD/EUR = ~$0.000263.
Rank
#402
Total Output Tokens
18,795
Response Time (avg)
91.72s
Total Cost
$0.064
Recommended modelCommand A+ (medium)
It has the strongest score in this comparison (3.4) and the best overall balance of cost and response time across 2 models.
Detailed comparison
Metric
Nimble v3 9BNimble v3 9BdefaultCandidate responses were generated on local hardware. OpenRouter was used only for judging. nimble-v3:9b-q8_0 · Q8_0 · Ollama 0.40.5 · NVIDIA GeForce RTX 3090.21/69 attempts. Choices supplied by adapters. Supports 7/23 tests. Other tests are unsupported, not failed. Score uses the full suite.Release: 2026-10-16
Nimble v3 9BNimble v3 9BdefaultCandidate responses were generated on local hardware. OpenRouter was used only for judging. nimble-v3:9b-q8_0 · Q8_0 · Ollama 0.40.5 · NVIDIA GeForce RTX 3090.21/69 attempts. Choices supplied by adapters. Supports 7/23 tests. Other tests are unsupported, not failed. Score uses the full suite.Release: 2026-10-16
0.8Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
3.4Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
Rank
#430
#402
Reliability
10.0First-attempt success score: 10.0 means no retryable target API or rate-limit failures before successful calls; tracked failures lower the score.…
3.5First-attempt success score: 10.0 means no retryable target API or rate-limit failures before successful calls; tracked failures lower the score.…
Consistency
3.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
Attempts
21/69
69/69
Tests Correct
A test is fully passed only if every run passed for that test.Wrong answer: 5Did not follow instructions: 1Response Time (avg)363msResponse Time (max)1.24sResponse Time (total)2.54sA test is fully passed only if every run passed for that test.…
A test is fully passed only if every run passed for that test.API error: 22Wrong answer: 1Response Time (avg)91.72sResponse Time (max)112.76sResponse Time (total)2109.54sA test is fully passed only if every run passed for that test.…
Attempt pass rate
4.4%Attempt pass rate = passed attempts / total attempts across runs.…
0.0%Attempt pass rate = passed attempts / total attempts across runs.…
Flaky tests
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
Total Runs
21Total Runs…
69Total Runs…
Cost per result
~0.027Estimated GPU electricity cost only. It excludes the rest of the computer and hardware ownership. NVIDIA GeForce RTX 3090: 0.0021 h × 0.377 kW × €0.2896/kWh × 1.138 USD/EUR = ~$0.000263.
0.000
Total Cost
~$0.001Estimated GPU electricity cost only. It excludes the rest of the computer and hardware ownership. NVIDIA GeForce RTX 3090: 0.0021 h × 0.377 kW × €0.2896/kWh × 1.138 USD/EUR = ~$0.000263.
$0.064
Input Price
N/AInput Price…
$0.300 / 1MInput Price…
Output Price
N/AOutput Price…
$1.500 / 1MOutput Price…
Cache Read Price
N/ACache Read Price…
$0.150 / 1MCache Read Price…
Cache Write Price
N/ACache Write Price…
N/ACache Write Price…
Total Input Tokens
103,770Total Input Tokens…
118,771Total Input Tokens…
Output Tokens
0Output Tokens…
4,127Output Tokens…
Reasoning Tokens
0Reasoning Tokens…
14,668Reasoning Tokens…
Response Time (avg)
363msResponse Time (avg)…
91.72sResponse Time (avg)…
Response Time (max)
1.24sResponse Time (max)…
112.76sResponse Time (max)…
Response Time (total)
2.54sResponse Time (total)…
2109.54sResponse Time (total)…
Parameters
9B
218B total (25B active)
Availability
Weights available
Open source
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.
#430 Nimble v3 9B
defaultCandidate responses were generated on local hardware. OpenRouter was used only for judging. nimble-v3:9b-q8_0 · Q8_0 · Ollama 0.40.5 · NVIDIA GeForce RTX 3090.
No showcase result has been generated for this model yet.
Cost
N/A
Time
-
Tokens
0 tok
#402 Command A+
medium
Provider returned error
Cost
$0.000
Time
0.2s
Tokens
0 tok
Rank
-
Cost
-
Time
-
Tokens
-
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
Nimble v3 9BCandidate responses were generated on local hardware. OpenRouter was used only for judging. nimble-v3:9b-q8_0 · Q8_0 · Ollama 0.40.5 · NVIDIA GeForce RTX 3090.
0.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
0.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
0.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)0msResponse Time (max)0msResponse Time (total)0msA test is fully passed only if every run passed for that test.…
5.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
0.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)112.76sResponse Time (max)112.76sResponse Time (total)112.76sA test is fully passed only if every run passed for that test.…
112.76sResponse Time (avg)…
118,771Total Input Tokens…
4,127Output Tokens…
14,668Reasoning Tokens…
Anti-AI Tricks
Score
Consistency
Attempt pass rate
Flaky tests
Tests Correct
Response Time (avg)
Input Tokens
Output Tokens
Reasoning Tokens
Nimble v3 9BCandidate responses were generated on local hardware. OpenRouter was used only for judging. nimble-v3:9b-q8_0 · Q8_0 · Ollama 0.40.5 · NVIDIA GeForce RTX 3090.
2.5Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
2.5Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
25.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)73msResponse Time (max)73msResponse Time (total)73msA test is fully passed only if every run passed for that test.…
3.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
0.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.API error: 4Response Time (avg)94.10sResponse Time (max)102.33sResponse Time (total)376.41sA test is fully passed only if every run passed for that test.…
94.10sResponse Time (avg)…
0Total Input Tokens…
0Output Tokens…
0Reasoning Tokens…
Coding
Score
Consistency
Attempt pass rate
Flaky tests
Tests Correct
Response Time (avg)
Input Tokens
Output Tokens
Reasoning Tokens
Nimble v3 9BCandidate responses were generated on local hardware. OpenRouter was used only for judging. nimble-v3:9b-q8_0 · Q8_0 · Ollama 0.40.5 · NVIDIA GeForce RTX 3090.
0.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
0.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
0.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)0msResponse Time (max)0msResponse Time (total)0msA test is fully passed only if every run passed for that test.…
3.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
0.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.API error: 3Response Time (avg)93.13sResponse Time (max)94.47sResponse Time (total)279.38sA test is fully passed only if every run passed for that test.…
93.13sResponse Time (avg)…
0Total Input Tokens…
0Output Tokens…
0Reasoning Tokens…
Combined
Score
Consistency
Attempt pass rate
Flaky tests
Tests Correct
Response Time (avg)
Input Tokens
Output Tokens
Reasoning Tokens
Nimble v3 9BCandidate responses were generated on local hardware. OpenRouter was used only for judging. nimble-v3:9b-q8_0 · Q8_0 · Ollama 0.40.5 · NVIDIA GeForce RTX 3090.
0.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
0.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
0.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)0msResponse Time (max)0msResponse Time (total)0msA test is fully passed only if every run passed for that test.…
3.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
0.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.API error: 2Response Time (avg)89.35sResponse Time (max)95.40sResponse Time (total)178.70sA test is fully passed only if every run passed for that test.…
89.35sResponse Time (avg)…
0Total Input Tokens…
0Output Tokens…
0Reasoning Tokens…
Data parsing and extraction
Score
Consistency
Attempt pass rate
Flaky tests
Tests Correct
Response Time (avg)
Input Tokens
Output Tokens
Reasoning Tokens
Nimble v3 9BCandidate responses were generated on local hardware. OpenRouter was used only for judging. nimble-v3:9b-q8_0 · Q8_0 · Ollama 0.40.5 · NVIDIA GeForce RTX 3090.
3.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
0.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)880msResponse Time (max)1.24sResponse Time (total)1.76sA test is fully passed only if every run passed for that test.…
3.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
0.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.API error: 2Response Time (avg)92.87sResponse Time (max)97.01sResponse Time (total)185.73sA test is fully passed only if every run passed for that test.…
92.87sResponse Time (avg)…
0Total Input Tokens…
0Output Tokens…
0Reasoning Tokens…
Domain specific
Score
Consistency
Attempt pass rate
Flaky tests
Tests Correct
Response Time (avg)
Input Tokens
Output Tokens
Reasoning Tokens
Nimble v3 9BCandidate responses were generated on local hardware. OpenRouter was used only for judging. nimble-v3:9b-q8_0 · Q8_0 · Ollama 0.40.5 · NVIDIA GeForce RTX 3090.
2.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
6.7Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
0.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)80msResponse Time (max)91msResponse Time (total)160msA test is fully passed only if every run passed for that test.…
3.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
0.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.API error: 3Response Time (avg)77.87sResponse Time (max)91.53sResponse Time (total)233.61sA test is fully passed only if every run passed for that test.…
77.87sResponse Time (avg)…
0Total Input Tokens…
0Output Tokens…
0Reasoning Tokens…
General Intelligence
Score
Consistency
Attempt pass rate
Flaky tests
Tests Correct
Response Time (avg)
Input Tokens
Output Tokens
Reasoning Tokens
Nimble v3 9BCandidate responses were generated on local hardware. OpenRouter was used only for judging. nimble-v3:9b-q8_0 · Q8_0 · Ollama 0.40.5 · NVIDIA GeForce RTX 3090.
0.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
0.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
0.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)0msResponse Time (max)0msResponse Time (total)0msA test is fully passed only if every run passed for that test.…
3.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
0.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)80.14sResponse Time (max)80.14sResponse Time (total)80.14sA test is fully passed only if every run passed for that test.…
80.14sResponse Time (avg)…
0Total Input Tokens…
0Output Tokens…
0Reasoning Tokens…
Instructions following
Score
Consistency
Attempt pass rate
Flaky tests
Tests Correct
Response Time (avg)
Input Tokens
Output Tokens
Reasoning Tokens
Nimble v3 9BCandidate responses were generated on local hardware. OpenRouter was used only for judging. nimble-v3:9b-q8_0 · Q8_0 · Ollama 0.40.5 · NVIDIA GeForce RTX 3090.
1.5Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
5.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
0.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)469msResponse Time (max)469msResponse Time (total)469msA test is fully passed only if every run passed for that test.…
3.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
0.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.API error: 2Response Time (avg)103.03sResponse Time (max)105.69sResponse Time (total)206.06sA test is fully passed only if every run passed for that test.…
103.03sResponse Time (avg)…
0Total Input Tokens…
0Output Tokens…
0Reasoning Tokens…
Puzzle Solving
Score
Consistency
Attempt pass rate
Flaky tests
Tests Correct
Response Time (avg)
Input Tokens
Output Tokens
Reasoning Tokens
Nimble v3 9BCandidate responses were generated on local hardware. OpenRouter was used only for judging. nimble-v3:9b-q8_0 · Q8_0 · Ollama 0.40.5 · NVIDIA GeForce RTX 3090.
1.7Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
3.3Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
0.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.Did not follow instructions: 1Response Time (avg)79msResponse Time (max)79msResponse Time (total)79msA test is fully passed only if every run passed for that test.…
3.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
0.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.API error: 3Response Time (avg)92.07sResponse Time (max)99.99sResponse Time (total)276.20sA test is fully passed only if every run passed for that test.…
92.07sResponse Time (avg)…
0Total Input Tokens…
0Output Tokens…
0Reasoning Tokens…
Tool Calling
Score
Consistency
Attempt pass rate
Flaky tests
Tests Correct
Response Time (avg)
Input Tokens
Output Tokens
Reasoning Tokens
Nimble v3 9BCandidate responses were generated on local hardware. OpenRouter was used only for judging. nimble-v3:9b-q8_0 · Q8_0 · Ollama 0.40.5 · NVIDIA GeForce RTX 3090.
0.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
0.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
0.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)0msResponse Time (max)0msResponse Time (total)0msA test is fully passed only if every run passed for that test.…
3.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
0.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)78.42sResponse Time (max)78.42sResponse Time (total)78.42sA test is fully passed only if every run passed for that test.…
78.42sResponse Time (avg)…
0Total Input Tokens…
0Output Tokens…
0Reasoning Tokens…
Trivia
Score
Consistency
Attempt pass rate
Flaky tests
Tests Correct
Response Time (avg)
Input Tokens
Output Tokens
Reasoning Tokens
Nimble v3 9BCandidate responses were generated on local hardware. OpenRouter was used only for judging. nimble-v3:9b-q8_0 · Q8_0 · Ollama 0.40.5 · NVIDIA GeForce RTX 3090.
0.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
0.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
0.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)0msResponse Time (max)0msResponse Time (total)0msA test is fully passed only if every run passed for that test.…
3.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
0.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)102.12sResponse Time (max)102.12sResponse Time (total)102.12sA test is fully passed only if every run passed for that test.…