Agent-ready models
Good agent models combine three things: reliable tool calling, strong reasoning, and enough context to remember the task.
50 models in this category. See also the “Best AI models for agents” ranking with editorial picks and FAQ.
| Model | Provider | Context | Input price / 1M | Tier |
|---|---|---|---|---|
| Anthropic: Claude Fable 5 anthropic/claude-fable-5 | Anthropic | 1M Ultra context (1M+) | $10.00 | Premium |
| Anthropic: Claude Fable 5 (batch) anthropic/claude-fable-5:batch | Anthropic | 1M Ultra context (1M+) | $5.00 | Standard |
| Anthropic: Claude Fable 5.1 anthropic/claude-fable-5.1 | Anthropic | 1M Ultra context (1M+) | $10.00 | Premium |
| Anthropic: Claude Fable 5.1 (batch) anthropic/claude-fable-5.1:batch | Anthropic | 1M Ultra context (1M+) | $5.00 | Standard |
| Anthropic: Claude Haiku 5.5 anthropic/claude-haiku-5.5 | Anthropic | 1M Ultra context (1M+) | $0.10 | Budget |
| Anthropic: Claude Haiku 5.5 (batch) anthropic/claude-haiku-5.5:batch | Anthropic | 1M Ultra context (1M+) | $0.05 | Budget |
| Anthropic: Claude Opus 4.6 anthropic/claude-opus-4.6 | Anthropic | 1M Ultra context (1M+) | $5.00 | Standard |
| Anthropic: Claude Opus 4.6 (batch) anthropic/claude-opus-4.6:batch | Anthropic | 1M Ultra context (1M+) | $2.50 | Standard |
| Anthropic: Claude Opus 4.7 anthropic/claude-opus-4.7 | Anthropic | 1M Ultra context (1M+) | $5.00 | Standard |
| Anthropic: Claude Opus 4.7 (batch) anthropic/claude-opus-4.7:batch | Anthropic | 1M Ultra context (1M+) | $2.50 | Standard |
| Anthropic: Claude Opus 5 anthropic/claude-opus-5 | Anthropic | 1M Ultra context (1M+) | $5.00 | Standard |
| Anthropic: Claude Opus 5 (batch) anthropic/claude-opus-5:batch | Anthropic | 1M Ultra context (1M+) | $2.50 | Standard |
| Anthropic: Claude Opus 5.5 anthropic/claude-opus-5.5 | Anthropic | 1M Ultra context (1M+) | $4.00 | Standard |
| Anthropic: Claude Opus 5.5 (batch) anthropic/claude-opus-5.5:batch | Anthropic | 1M Ultra context (1M+) | $2.00 | Standard |
| Anthropic: Claude Sonnet 4.5 anthropic/claude-sonnet-4.5 | Anthropic | 1M Ultra context (1M+) | $3.00 | Standard |
| Anthropic: Claude Sonnet 4.5 (batch) anthropic/claude-sonnet-4.5:batch | Anthropic | 1M Ultra context (1M+) | $1.50 | Standard |
| Anthropic: Claude Sonnet 4.6 anthropic/claude-sonnet-4.6 | Anthropic | 1M Ultra context (1M+) | $3.00 | Standard |
| Anthropic: Claude Sonnet 4.6 (batch) anthropic/claude-sonnet-4.6:batch | Anthropic | 1M Ultra context (1M+) | $1.50 | Standard |
| Anthropic: Claude Sonnet 5 anthropic/claude-sonnet-5 | Anthropic | 1M Ultra context (1M+) | $2.00 | Standard |
| Anthropic: Claude Sonnet 5 (batch) anthropic/claude-sonnet-5:batch | Anthropic | 1M Ultra context (1M+) | $1.00 | Standard |
| DeepSeek: DeepSeek V4 Flash 0731 deepseek/deepseek-v4-flash-0731 | DeepSeek | 1.0M Ultra context (1M+) | $0.02 | Budget |
| DeepSeek: DeepSeek V4 Flash 0731 (batch) deepseek/deepseek-v4-flash-0731:batch | DeepSeek | 1.0M Ultra context (1M+) | $0.11 | Budget |
| DeepSeek: DeepSeek V4 Flash 0731 (free) deepseek/deepseek-v4-flash-0731:free | DeepSeek | 1.0M Ultra context (1M+) | $0.00 | Budget |
| DeepSeek: DeepSeek V4 Flash Vision Exp deepseek/deepseek-v4-flash-vision-exp | DeepSeek | 1.0M Ultra context (1M+) | $0.22 | Budget |
| DeepSeek: DeepSeek V4 Flash Vision Exp (batch) deepseek/deepseek-v4-flash-vision-exp:batch | DeepSeek | 1.0M Ultra context (1M+) | $0.11 | Budget |
| Google: Gemini 3 Flash Preview google/gemini-3-flash-preview | 1.0M Ultra context (1M+) | $0.50 | Budget | |
| Google: Gemini 3 Flash Preview (batch) google/gemini-3-flash-preview:batch | 1.0M Ultra context (1M+) | $0.25 | Budget | |
| Google: Gemini 3 Pro Preview google/gemini-3-pro-preview | 1.0M Ultra context (1M+) | $2.00 | Standard | |
| Google: Gemini 3.1 Flash Lite google/gemini-3.1-flash-lite | 1.0M Ultra context (1M+) | $0.25 | Budget | |
| Google: Gemini 3.1 Flash Lite (batch) google/gemini-3.1-flash-lite:batch | 1.0M Ultra context (1M+) | $0.13 | Budget | |
| Google: Gemini 3.1 Pro Preview google/gemini-3.1-pro-preview | 1.0M Ultra context (1M+) | $2.00 | Standard | |
| Google: Gemini 3.1 Pro Preview (batch) google/gemini-3.1-pro-preview:batch | 1.0M Ultra context (1M+) | $1.00 | Standard | |
| Google: Gemini 3.5 Flash google/gemini-3.5-flash | 1.0M Ultra context (1M+) | $1.50 | Standard | |
| Google: Gemini 3.5 Flash (batch) google/gemini-3.5-flash:batch | 1.0M Ultra context (1M+) | $0.75 | Budget | |
| Google: Gemini 3.5 Flash Lite google/gemini-3.5-flash-lite | 1.0M Ultra context (1M+) | $0.30 | Budget | |
| Google: Gemini 3.5 Flash Lite (batch) google/gemini-3.5-flash-lite:batch | 1.0M Ultra context (1M+) | $0.15 | Budget | |
| Google: Gemini 3.6 Flash google/gemini-3.6-flash | 1.0M Ultra context (1M+) | $0.75 | Budget | |
| Google: Gemini 3.6 Flash (batch) google/gemini-3.6-flash:batch | 1.0M Ultra context (1M+) | $0.38 | Budget | |
| Google: Gemini 3.7 Flash google/gemini-3.7-flash | 1.0M Ultra context (1M+) | $0.75 | Budget | |
| Google: Gemini 3.7 Flash (batch) google/gemini-3.7-flash:batch | 1.0M Ultra context (1M+) | $0.38 | Budget | |
| Google: Gemini 3.8 Flash google/gemini-3.8-flash | 1.0M Ultra context (1M+) | $0.75 | Budget | |
| Google: Gemini 3.8 Flash (batch) google/gemini-3.8-flash:batch | 1.0M Ultra context (1M+) | $0.38 | Budget | |
| Meituan: LongCat 2.0 meituan/longcat-2.0 | Meituan | 1.0M Ultra context (1M+) | $0.30 | Budget |
| Meta: Muse Spark 1.1 meta/muse-spark-1.1 | Meta | 1.0M Ultra context (1M+) | $1.25 | Standard |
| Meta: Muse Spark 1.2 meta/muse-spark-1.2 | Meta | 1.0M Ultra context (1M+) | $1.25 | Standard |
| Meta: Muse Spark 1.3 meta/muse-spark-1.3 | Meta | 1.0M Ultra context (1M+) | $1.25 | Standard |
| Meta: Muse Spark 1.3 Contributor meta/muse-spark-1.3-contributor | Meta | 1.0M Ultra context (1M+) | $0.10 | Budget |
| Meta: Muse Wonder meta/muse-wonder | Meta | 1.0M Ultra context (1M+) | $4.00 | Standard |
| MiniMax: MiniMax M3 minimax/minimax-m3 | Minimax | 1.0M Ultra context (1M+) | $0.30 | Budget |
| MiniMax: MiniMax M3 (free) minimax/minimax-m3:free | Minimax | 1.0M Ultra context (1M+) | $0.00 | Budget |