Unverified50% confidenceBenchmarkExact time
In a comparative test of an Indonesian-language flashcard application, swarm mode completed the task in approximately 7–8 minutes consuming about 84,000 tokens, while sequential execution took approximately 2.5 times longer and consumed about 129,000 tokens.
1
Sources
50%
Confidence
Long-term
Relevance
10/6/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIn a case test, Gemma took approximately 13.78 seconds to analyze a three-page PDF financial report, generating 1,064 tokens at a speed of 16 tokens per second.69% similarUnverifiedIn this test, the prefill speed was fixed at approximately 500–600 tokens/s, and the time to first token increased linearly with input length.68% similarUnverifiedOn an 8GB GPU, the token generation speed is approximately 4.2 to 5 tokens/second, and decreases from around 6 tokens/second to approximately 4.2 as the context grows longer.67% similarUnverifiedDuring an 8,000-token run, Ollama reported a duration of 125 seconds, while the client actually waited 725 seconds, with the difference being gateway queuing time that is invisible to the server-side numbers.66% similarUnverifiedIt is generally considered that single-concurrency output above 100 tokens/second is sufficient to achieve a smooth typewriter effect, and at approximately 200 tokens/second, generating a 2,000-character long text takes only about 10 seconds.64% similar
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