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Grok Code Fast 1 vs Kimi K2.5

Head-to-head comparison across 1benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.

Grok Code Fast 1

40

VS

Kimi K2.5

64

1 categoriesvs0 categories

Verified leaderboard positions: Grok Code Fast 1 unranked · Kimi K2.5 #11

Pick Kimi K2.5 if you want the stronger benchmark profile. Grok Code Fast 1 only becomes the better choice if coding is the priority or you want the cheaper token bill.

Category Radar

Head-to-Head by Category

Category Breakdown

Coding

Grok Code Fast 1
70.8vs64.2

+6.6 difference

Operational Comparison

Grok Code Fast 1

Kimi K2.5

Price (per 1M tokens)

$0.2 / $1.5

$0.6 / $3

Speed

172 t/s

45 t/s

Latency (TTFT)

2.81s

2.38s

Context Window

256K

256K

Quick Verdict

Pick Kimi K2.5 if you want the stronger benchmark profile. Grok Code Fast 1 only becomes the better choice if coding is the priority or you want the cheaper token bill.

Kimi K2.5 is clearly ahead on the provisional aggregate, 64 to 40. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

Kimi K2.5 is also the more expensive model on tokens at $0.60 input / $3.00 output per 1M tokens, versus $0.20 input / $1.50 output per 1M tokens for Grok Code Fast 1. That is roughly 2.0x on output cost alone.

Benchmark Deep Dive

Frequently Asked Questions (2)

Which is better, Grok Code Fast 1 or Kimi K2.5?

Kimi K2.5 is ahead on BenchLM's provisional leaderboard, 64 to 40. The biggest single separator in this matchup is SWE-bench Verified, where the scores are 70.8% and 76.8%.

Which is better for coding, Grok Code Fast 1 or Kimi K2.5?

Grok Code Fast 1 has the edge for coding in this comparison, averaging 70.8 versus 64.2. Inside this category, SWE-bench Verified is the benchmark that creates the most daylight between them.

Self-host vs API cost

Estimates at 50,000 req/day · 1000 tokens/req average.

Grok Code Fast 1
API / mo$1,275
Self-host / moN/A
Break-even
Proprietary model — self-hosting not applicable.
Kimi K2.5
API / mo$2,700
Self-host / mo$5,221
Break-even132M/day
Model the full break-even

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Last updated: May 13, 2026

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