Unverified50% confidenceBenchmarkExact time
The previous-generation model achieved 74.2% accuracy on DeepSWE at about $0.50 per task.
1
Sources
50%
Confidence
Short-term (~14 days)
Relevance
10/18/2026
First Seen
Valid until: 11/1/2026
Sources
Related Entities
Related Claims
UnverifiedAccording to DeepSeek's chart, competing models cost between $2 and over $10 per task on the same DeepSWE benchmark.70% similarUnverifiedThe single best-performing model achieved a solution rate of only 74.1%, at a cost as high as $6.52 per task.70% similarUnverifiedUnder the premise of identical task completion quality, the Astra solution costs $0.43 per task while the DeepSeek V4.1-Flash solution costs $6.52 per task, a difference of more than 15 times.68% similar
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