by Anthropic

Claude 3.5 Sonnet.

text closed 200K ctx Transformer Quality 90.8
Cheapest input
$3.0/M
on Anthropic API
Cheapest output
$15.0/M
on Anthropic API
Fastest
33 tok/s
on OpenRouter
Hosted equiv.
~$5.4/hr
@ 100 tok/s on Anthropic API
Capability snapshot

What it's best at.

Coding 92.0
General knowledge 88.7

Scores normalised against benchmark ceilings (100 = perfect). Coloured by tier — coral 80+ frontier, lavender 65+ strong, sage 50+ solid, slate below.

Benchmarks

Published scores.

Benchmark Score Source
MMLU 88.7 official ↗
HumanEval 92.0 official ↗
Description

About Claude 3.5 Sonnet.

Claude 3.5 Sonnet (October 2024 revision) was Anthropic's flagship coding model before Sonnet 4.6. Still extensively deployed in production — many teams pin to 3.5 for reproducibility. Same 200K context, same vision support, same tool-use API as the 4.x series. Cheaper than Sonnet 4.6.

Architecture

How it's built.

Architecture
Transformer
Knowledge cutoff
Apr 2024
80 days from cutoff to release.
Context window

How much it can remember.

200K tokens ≈ 150,000 English words
4K 32K 128K 1M
Max output per call: 8K tokens
Capabilities

What it can do.

Vision input
· Audio input
· Video input
Function calling
Tool use
· JSON mode
Streaming
· Fine-tuning