Unverified50% confidenceBenchmarkExact time
In a scenario with a $29/month seat and a P95 heavy user running 30 sessions per month (each with 650K input / 35K output), Claude 3.7 Sonnet has a gross margin of -160% without caching and +17.4% with an 85% cache hit rate.
1
Sources
50%
Confidence
Short-term (~14 days)
Relevance
10/19/2026
First Seen
Valid until: 11/2/2026
Sources
Related Entities
Related Claims
UnverifiedAn 80/15/5 hybrid routing plus caching strategy can reduce per-session cost to $0.16, lower P95 monthly COGS to $4.8, and achieve a gross margin of +79.8%.67% similarUnverifiedIn a 40-turn conversation test using claude-sonnet-5 (input $0.3835/1M, output $1.5339/1M), the full-history strategy cost $0.001599 per message, a sliding window of the most recent 6 turns cost $0.000413 (about −74%), and summary plus the most recent 4 turns cost $0.000388 (about −76%).66% similarUnverifiedIn a customer service chatbot scenario of 1 million tokens per month, calculated at GPT-5's $15 per million input tokens and factoring in a 15% retry rate and 20% system prompt overhead, the actual daily cost is 34% higher than a naive calculation.62% similarUnverifiedThe gross margin of subscription services can typically reach 70%-80%, far higher than the 30%-40% of hardware.62% similarUnverifiedAccording to The Information, Cursor's gross margin was -23% for the quarter ending January 2026, meaning it spent approximately $1.23 for every $1 it collected; for the full year 2025, it recognized approximately $770 million in revenue while losing approximately $900 million.61% similar
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