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Best AI model for customer service

For customer service, Claude Opus 5 scores highest on the current data (72.1), weighting instruction following 40%, agentic & tool use 30%, writing & preference 30%. The cheapest model in the top 10 is Claude Opus 5.5 at $4 / $20 per million tokens.

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Weights: Instruction Following 40%, Agentic & Tool Use 30%, Writing & Preference 30%. Support bots must follow policy exactly, use tools and sound human.

Best AI model for customer service
#ModelProviderFitInstruction FollowingAgentic & Tool UseWriting & PreferenceInput $/MOutput $/M
1Claude Opus 5Anthropic72.179.255.679.2$5$25
2Claude Fable 5.1Anthropic70.679.250.779.2$10$50
3Claude Fable 5Anthropic70.478.654.075.9$10$50
4Claude Opus 4.6Anthropic69.279.551.173.5$5$25
5Claude Opus 5.5Anthropic69.180.045.378.2$4$20
6GPT-6 AstraOpenAI69.076.352.975.3$10$50
7Claude Opus 4.7Anthropic68.378.447.975.1$5$25
8Gemini 4 ArgonGoogle68.280.149.271.4——
9GPT-5.6 SolOpenAI68.277.750.373.3$4$20
10GPT-5.5OpenAI68.077.550.772.7$5$30
11Claude Opus 4.8Anthropic66.877.447.672.0$5$25
12Kimi K3 (open weights)Moonshot AI66.677.741.876.6$3$15
13GPT-5.4OpenAI66.477.146.571.9$2.50$15
14Claude Opus 4.5Anthropic65.677.547.368.1$5$25
15Gemini 3.8 FlashGoogle65.478.041.872.2$0.75$3.75
16Gemini 3.7 FlashGoogle65.177.742.171.2$0.75$3.75
17Qwen3.8 MaxAlibaba (Qwen)64.877.645.467.1$2$6
18Muse Spark 1.3Meta64.777.538.673.6$1.25$4.25
19Claude Sonnet 5.5Anthropic64.678.345.066.0$2$10
20GLM-5.3 (open weights)Z.ai (Zhipu)64.677.536.475.7$1.40$4.40
21Claude Sonnet 5Anthropic64.176.342.869.2$2$10
22Claude Sonnet 4.6Anthropic63.877.439.170.2$3$15
23GPT-5.6 TerraOpenAI63.776.440.170.2$2$12
24Grok 4.5xAI63.576.044.465.8$2$6
25GPT-5.1OpenAI62.783.932.764.5$1.25$10

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Top two head to head: Claude Opus 5 vs Claude Fable 5.1

Frequently asked questions

What is the best ai model for customer service?

For customer service, Claude Opus 5 scores highest on the current data (72.1), weighting instruction following 40%, agentic & tool use 30%, writing & preference 30%. The cheapest model in the top 10 is Claude Opus 5.5 at $4 / $20 per million tokens.

How is this shortlist built?

Support bots must follow policy exactly, use tools and sound human. Each model's category scores are blended with those weights; only ranked models with results in every needed category are listed.

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