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Last active June 28, 2026 01:28
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LLM Cost for Coding Agents — updated 28 Jun 2026 (effective price + AA Intelligence Index)

LLM Cost for Coding Agents — Updated 28 June 2026

Cached input price is everything. A coding agent's token mix is 95.6% cache reads (measured: 8.04B tokens, 16 May 2026). Headline input price is nearly irrelevant.

Formula: Effective $/1M = cache_read × 0.9564 + cache_write × 0.0273 + input × 0.0134 + output × 0.0029

Important 25 June 2026 fix: the Anthropic-style cache_write = 1.25 × input default is not universal. For OpenAI, Gemini, DeepSeek, and most non-Anthropic providers, use cache_write = input/cache-miss unless the provider publishes a separate write price.


# Model Cache Read Input Output Cache Write Effective $/1M vs cheapest AA Intelligence Index Verification
1 DeepSeek V4 Flash $0.0028 $0.14 $0.28 $0.14 $0.0092 1.0x 40 DeepSeek official
2 MiMo V2.5 Pro $0.0036 $0.435 $0.87 Free promo $0.0118 1.3x 42 Xiaomi/OpenRouter
3 DeepSeek V4 Pro $0.003625 $0.435 $0.87 $0.435 $0.0237 2.6x 44 DeepSeek official
4 MiniMax-M3 $0.06 $0.3 $1.2 $0.375 $0.0751 8.2x 44 AA/OpenRouter; MiniMax official page blocked
5 Qwen3.7 Plus $0.064 $0.32 $1.28 $0.4 $0.0801 8.7x 39 OpenRouter + Alibaba latest model page
6 Claude Haiku 4.5 $0.1 $1 $5 $1.25 $0.1577 17.2x n/a Anthropic official
7 Gemini 3.5 Flash $0.15 $1.5 $9 $1.5 $0.2306 25.1x 50 Google official
8 GPT-5.3 Codex $0.175 $1.75 $14 $1.75 $0.2792 30.4x 44 OpenAI official/OpenRouter
9 GLM-5.2 $0.26 $1.4 $4.4 Free promo $0.2802 30.5x 51 Z.AI official
10 Gemini 3.1 Pro Preview $0.2 $2 $12 $2 $0.3075 33.5x 46 Google official
11 Qwen3.7 Max $0.25 $1.25 $3.75 $1.562 $0.3094 33.7x 46 OpenRouter + Alibaba latest model page
12 Claude Sonnet 4.6 $0.3 $3 $15 $3.75 $0.4730 51.5x 47 Anthropic official
13 GPT-5.5 $0.5 $5 $30 $5 $0.7687 83.7x 55 OpenAI official
14 Claude Opus 4.8 $0.5 $5 $25 $6.25 $0.7883 85.8x 56 Anthropic official
15 Claude Fable 5 $1 $10 $50 $12.5 $1.5766 171.6x 60 Anthropic official/AA

All prices: USD per 1M tokens. AA Intelligence Index: higher = smarter; n/a means not re-verified in the current public leaderboard scrape.

Key takeaways

  • Cheapest effective cost: DeepSeek V4 Flash at $0.0092/M, followed by MiMo V2.5 Pro at $0.0118/M.
  • New cheap strong middle: MiniMax-M3 at $0.0751/M effective, with AA Intelligence Index 44.
  • GLM update: replace GLM-5.1 with GLM-5.2. Its official pricing is unchanged vs GLM-5.1 in this table: $1.40 input / $0.26 cached / $4.40 output, effective $0.2802/M.
  • Qwen update: Qwen3.7 Plus is much cheaper than Qwen3.7 Max under this model ($0.0801/M vs $0.3094/M) because its cache-read price is lower.
  • Frontier tax: GPT-5.5 and Claude Opus 4.8 are ~84–86× DeepSeek V4 Flash effective cost; Claude Fable 5 is ~172× but currently leads AA's intelligence leaderboard.

Sources verified on 28 June 2026

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