Unverified60% confidenceBenchmarkExact time
According to Composio's benchmark tests, Pi completes programming tasks 1.5 to 2 times faster than other coding agents, with task costs lower than mainstream frameworks.
2
Sources
60%
Confidence
Medium-term (~90 days)
Relevance
8/22/2026
First Seen
Valid until: 11/20/2026
Sources
Related Entities
Related Claims
UnverifiedPixAI free users consume at least 4,000 credits per attempt, generating faster but with a limited number of attempts.65% similarUnverifiedBecause a portion of each coding task occurs outside the model (tool execution), GPU speedups will not make Devin tasks overall 4.8x faster, which is constrained by Amdahl's Law63% similarUnverifiedThe solution achieves a stable rate of approximately 40 tok/s on prose/text generation tasks and approximately 75 tok/s on programming tasks, with speed sustained throughout the entire 1M context without significant degradation.62% similarUnverifiedIn a coding task test, the model implemented a Python streaming response parser; all 14 self-tests passed on the first attempt, the actual task took approximately 49.94 seconds in total, and an independent re-run of 14 tests plus 4 additional checks all passed.62% similar
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