Model Comparison 2026

Claude Opus 4.8 vs Kimi K2.7 Code

Claude Opus 4.8
Anthropic · Frontier · Proprietary
$11/1M · 1M ctx
Kimi K2.7 Code
Moonshot AI · Balanced · Open weights
$1.35/1M · 262K ctx

Community Vote

Pick a winner in each dimension — change your vote anytime.

Output Quality
Correctness and depth of what it produces
Agentic Ability
Tool calls, instruction-following, and multi-step tasks
Speed
Tokens per second and time-to-first-token
Value for $
How much capability you get per dollar
Reliability
Consistent results — fewer refusals, loops, and format breaks

Specs & Pricing, Side by Side

Spec
Opus 4.8
Kimi K2.7 Code
Maker
Anthropic
Moonshot AI
Blended price / 1M
$11
$1.35
Input / output
$5.00 in · $25 out / 1M tokens
$0.61 in · $3.07 out / 1M tokens
Context window
1M
262K
Open weights
No
Yes
Tool use
Yes
Yes
Reasoning
Yes
Yes
Output Quality
9.6
8.6
Agentic Ability
9.6
9.2
Speed
7.2
7.8
Value for $
7.5
9.2
Reliability
9.5
8.9

Pricing and capabilities synced from the OpenRouter catalogue. Scores are editorial (0–10).

Verdict: Opus 4.8 or Kimi K2.7 Code?

Updated 2026-06-22

Choose Claude Opus 4.8 if you want hard, high-stakes coding and reasoning where quality matters more than cost. Choose Kimi K2.7 Code if you want cheap, capable open-weight coding agents.

In our editorial scoring, Claude Opus 4.8 leads in 3 of five dimensions (output quality, agentic ability and reliability), while Kimi K2.7 Code leads in 2. On price, Claude Opus 4.8 runs about $11 per 1M tokens (blended) and is proprietary; Kimi K2.7 Code is about $1.35 and open-weight.

Where Opus 4.8 falls short
  • Among the most expensive models per token
  • Slower than lighter models on simple tasks
Full Opus 4.8 breakdown →
Where Kimi K2.7 Code falls short
  • Below the very top models on hard reasoning
  • Throughput varies by host
Full Kimi K2.7 Code breakdown →

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