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Ling 2.6 Flash is a high-efficiency open-weight instruct model from InclusionAI (Ant Group) with 104B total but only ~7.4B active parameters via Mixture-of-Experts, and a 262K-token context window. It is purpose-built for agentic workflows, coding, and document processing at low cost.
Cost rate
0.1x
Context
262K
Input
Output
Reasoning
Tool calling
Structured outputs
Pricing/M tokens
Input$0.01
Cached input$0.00
Output$0.03
Context
Context length262,144
Max output tokens32,768
Knowledge cutoff-
Performance
Throughput91 tok/s
Latency1.12s
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
