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Put models side by side on price, context, capabilities, and benchmarks.
Gemini 3.1 Pro Preview is Google's advanced reasoning model improving long-horizon stability and tool orchestration, well suited to agentic coding, structured planning, multimodal analysis, and workflow automation. This is the batch variant for asynchronous, lower-cost processing.
Entertainment, Sports, & Media#9Writing, Literature, & Language#10Life, Physical, & Social Science#13Legal & Government#13
Cost rate
1x
Context
1M
Input
Output
Reasoning
Tool calling
Structured outputs
Pricing/M tokens
Input$1.00
Cached input$0.00
Output$6.00
Context
Context length1,048,576
Max output tokens65,536
Knowledge cutoff-
Performance
Throughput-
Latency-
Claude Haiku 4.5 is Anthropic's fast, affordable small model in the Claude 4 generation, balancing strong instruction-following and coding ability with low latency. It is designed for high-throughput agentic and chat applications where speed and cost efficiency are priorities.
Document analysis#31Software & IT Services#100Mathematical#101Writing, Literature, & Language#109
Cost rate
1x
Context
200K
Input
Output
Reasoning
Tool calling
Structured outputs
Pricing/M tokens
Input$1.00
Cached input$0.10
Output$5.00
Context
Context length200,000
Max output tokens64,000
Knowledge cutoff-
Performance
Throughput90 tok/s
Latency1.04s
