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GPT-5.3 Codex vs Kimi K2.5

Head-to-head comparison across 2benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.

GPT-5.3 Codex

89

VS

Kimi K2.5

68

1 categoriesvs1 categories

Verified leaderboard positions: GPT-5.3 Codex unranked · Kimi K2.5 #9

Pick GPT-5.3 Codex if you want the stronger benchmark profile. Kimi K2.5 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

Agentic

GPT-5.3 Codex
71.5vs54.6

+16.9 difference

Coding

Kimi K2.5
63.1vs64.2

+1.1 difference

Operational Comparison

GPT-5.3 Codex

Kimi K2.5

Price (per 1M tokens)

$2.5 / $10

$0.5 / $2.8

Speed

79 t/s

45 t/s

Latency (TTFT)

88.26s

2.38s

Context Window

400K

256K

Quick Verdict

Pick GPT-5.3 Codex if you want the stronger benchmark profile. Kimi K2.5 only becomes the better choice if coding is the priority or you want the cheaper token bill.

GPT-5.3 Codex is clearly ahead on the provisional aggregate, 89 to 68. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

GPT-5.3 Codex's sharpest advantage is in agentic, where it averages 71.5 against 54.6. The single biggest benchmark swing on the page is Terminal-Bench 2.0, 77.3% to 50.8%. Kimi K2.5 does hit back in coding, so the answer changes if that is the part of the workload you care about most.

GPT-5.3 Codex is also the more expensive model on tokens at $2.50 input / $10.00 output per 1M tokens, versus $0.50 input / $2.80 output per 1M tokens for Kimi K2.5. That is roughly 3.6x on output cost alone. GPT-5.3 Codex is the reasoning model in the pair, while Kimi K2.5 is not. That usually helps on harder chain-of-thought-heavy tests, but it can also mean more latency and more token spend in real use. GPT-5.3 Codex gives you the larger context window at 400K, compared with 256K for Kimi K2.5.

Benchmark Deep Dive

Frequently Asked Questions (3)

Which is better, GPT-5.3 Codex or Kimi K2.5?

GPT-5.3 Codex is ahead on BenchLM's provisional leaderboard, 89 to 68. The biggest single separator in this matchup is Terminal-Bench 2.0, where the scores are 77.3% and 50.8%.

Which is better for coding, GPT-5.3 Codex or Kimi K2.5?

Kimi K2.5 has the edge for coding in this comparison, averaging 64.2 versus 63.1. Inside this category, SWE-bench Verified is the benchmark that creates the most daylight between them.

Which is better for agentic tasks, GPT-5.3 Codex or Kimi K2.5?

GPT-5.3 Codex has the edge for agentic tasks in this comparison, averaging 71.5 versus 54.6. Inside this category, Terminal-Bench 2.0 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.

GPT-5.3 Codex
API / mo$9,375
Self-host / moN/A
Break-even
Proprietary model — self-hosting not applicable.
Kimi K2.5
API / mo$2,475
Self-host / mo$5,221
Break-even146M/day
Model the full break-even

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Last updated: April 20, 2026

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