There is very little daylight between Claude Opus 5 (Max) (Anthropic) and Kimi K3.1 Pro (Kimi) on the overall index. The widest gap is the wait for the first token: 3.0 seconds for Kimi K3.1 Pro against 62 seconds for Claude Opus 5 Max. No hands-on testing went into this write-up; it summarises the recorded benchmark, price and speed data for both models.
How fast they respond
Claude Opus 5 Max generates about 50 tokens per second and Kimi K3.1 Pro about 27 tokens per second. That makes Claude Opus 5 Max roughly 1.8 times as fast at writing. The wait for the first token averages 62 seconds on Claude Opus 5 Max against 3.0 seconds on Kimi K3.1 Pro. That is a genuine trade-off: Kimi K3.1 Pro starts sooner, while Claude Opus 5 Max finishes first once outputs run beyond about 3,500 tokens. Waits that long are felt on every chat-style request, though they matter less for batch jobs.
Add the two numbers up for a 600-token reply and Kimi K3.1 Pro finishes first: 74 seconds for Claude Opus 5 Max, 25 seconds for Kimi K3.1 Pro.
Overall capability: 2.3 points apart
Claude Opus 5 Max records 44.2 on the intelligence index and Kimi K3.1 Pro records 46.5. The lead is visible but narrow, so it should not decide the choice on its own.
Among 109 active scored models, Claude Opus 5 Max sits 26th and Kimi K3.1 Pro 23rd.
There are no coding or math index scores for either model in the catalogue, which keeps this comparison at the aggregate level.
Token pricing and a sample bill
The list prices are $5.00 in and $25.00 out for Claude Opus 5 Max, and $2.00 in and $10.00 out for Kimi K3.1 Pro, per million tokens. For output tokens, Claude Opus 5 Max is 2.5 times the price of Kimi K3.1 Pro.
A reference job of 1 million input tokens and 200,000 output tokens costs $10.00 with Claude Opus 5 Max and $4.00 with Kimi K3.1 Pro, so Kimi K3.1 Pro saves $6.00. A bigger example, an agent that reads 50 million tokens and writes 5 million in a month, costs $375 on Claude Opus 5 Max and $150 on Kimi K3.1 Pro: a gap of $225. On a 3:1 blend of input to output tokens, that works out to $10.00 versus $4.00 per million.
Is the price in proportion?
Dividing the blended price by the intelligence index gives a rough cost per point: $0.23 for Claude Opus 5 Max and $0.086 for Kimi K3.1 Pro, per million tokens. With the higher score and the lower cost per point, Kimi K3.1 Pro is the better value per point on these numbers.
Generation gap
Claude Opus 5 Max came first, on July 24, 2026; Kimi K3.1 Pro followed on October 23, 2026.

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