anthropic

Anthropic: Claude Sonnet 4.6 (batch)

Quality Score
100/100
price + capability + benchmarks
Input Price
$1.50
per 1M tokens · checked 2026-11-07
Output Price
$7.50
per 1M tokens · checked 2026-11-07
Context Window
1,000,000
tokens

Claude Sonnet 4.6 (batch) is Anthropic's batch-priced offering of Sonnet 4.6, accepting text, image, and file inputs. It provides a 1,000,000-token context window and can return up to 128,000 tokens per completion, which suits long documents, large codebases, and lengthy generated outputs. The model supports tool use and reasoning; structured output support is not specified in the available data. At $1.50 per million input tokens and $7.50 per million output tokens, it belongs on the shortlist for teams running high-volume, non-interactive workloads. Its blended score of 80.1 across five independent benchmarks is fairly well supported, and the profile is uneven in useful ways. It scores 100.0 on the AI Index coding measure and 61.3 on Aider Polyglot, while its agentic score is 67.3 and its EQ-Bench result is 68.4. Coding-focused pipelines stand to benefit most; buyers prioritizing agentic or conversational quality should compare those specific scores against alternatives.

Benchmark results

Independent, published benchmarks. Blended score 80.1 across 5 benchmarks, last refreshed 2026-11-08. How scoring works →

BenchmarkMeasuresScore
Aider Polyglot code editing across languages 61.3
AI Index broad capability composite 77.9
AI Index Coding software engineering tasks 100.0
AI Index Agentic multi-step tool-using tasks 67.3
EQ-Bench emotional understanding in dialogue 68.4
Model ID
anthropic/claude-sonnet-4.6:batch
Vendor
anthropic
Released
February 2026
Tokenizer
Claude
Input Modalities
text, image, file
Output Modalities
text
Max Output
128,000 tokens
Tool Calling
✓ supported
Structured Output
✓ supported
Reasoning Mode
✓ supported
Vision
✓ accepts images
Audio
no
Moderated
yes

What it costs in practice

Computed from the current $1.50/M input and $7.50/M output rates. Run your own numbers →

JobTokensCost
Summarize a 50-page report 30k in / 1.5k out $0.06
Classify 1,000 customer emails 500k in / 50k out $1.12
A month of a busy support chatbot 5M in / 2M out $22.50

Strong choice for

Category rankings

Where Anthropic: Claude Sonnet 4.6 (batch) places across the 64 categories it ranks in. How we rank →

#CategoryScore
#2 SQL GenerationCode · of 25 ranked 184
#2 Code DocumentationCode · of 25 ranked 150
#2 Regex WritingCode · of 25 ranked 141
#2 CSV / Spreadsheet CleanupData · of 25 ranked 164
#2 Long-Document SummarizationWriting · of 25 ranked 173
#2 Blog Post WritingWriting · of 25 ranked 148
#2 Marketing CopyWriting · of 25 ranked 136
#2 Language TranslationWriting · of 25 ranked 141
#2 Transcript CleanupWriting · of 25 ranked 146
#2 Standardized Test PrepEducation · of 25 ranked 136
#2 Sales / Cold EmailBusiness · of 25 ranked 125
#2 Resume WritingBusiness · of 25 ranked 120
#2 Job Application DraftingBusiness · of 25 ranked 125
#2 SOP / Process DocsBusiness · of 25 ranked 143
#2 Character RoleplayPersonal · of 25 ranked 161
#2 Journaling HelperPersonal · of 25 ranked 125
#2 Recipe GenerationPersonal · of 25 ranked 125
#2 Trip PlanningPersonal · of 25 ranked 148
#2 Tutoring for KidsPersonal · of 25 ranked 141
#3 Code ReviewCode · of 25 ranked 183
#3 Code RefactoringCode · of 25 ranked 179
#3 Unit Test GenerationCode · of 25 ranked 166
#3 CI/CD PipelinesCode · of 25 ranked 155
#3 Frontend Component DesignCode · of 25 ranked 154
#3 ETL ScriptingData · of 25 ranked 167
#3 OCR / Document ParsingData · of 25 ranked 152
#3 Table Extraction from PDFsData · of 25 ranked 152
#3 Creative WritingWriting · of 25 ranked 171
#3 Screenwriting & DialogWriting · of 25 ranked 171
#3 Academic WritingWriting · of 25 ranked 171
#3 Legal DraftingProfessional · of 25 ranked 171
#3 Legal ResearchProfessional · of 25 ranked 183
#3 Financial AnalysisProfessional · of 25 ranked 171
#3 Medical Note SummarizationProfessional · of 25 ranked 167
#3 Scientific ResearchProfessional · of 25 ranked 183
#3 Math TutoringEducation · of 25 ranked 158
#3 Physics TutoringEducation · of 25 ranked 159
#3 History TutoringEducation · of 25 ranked 155
#3 Essay GradingEducation · of 25 ranked 183
#3 Meeting NotesBusiness · of 25 ranked 159
#3 RFP ResponseBusiness · of 25 ranked 191
#3 OKRs & Strategic PlanningBusiness · of 25 ranked 171
#3 Diagram ExtractionVision · of 25 ranked 156
#3 Screenshot DebuggingVision · of 25 ranked 148
#3 Chart & Graph ReadingVision · of 25 ranked 160
#3 Browser AutomationAgents · of 25 ranked 179
#3 Function / Tool CallingAgents · of 25 ranked 159
#3 RAG PipelinesAgents · of 25 ranked 179
#3 Long-Context Q&AAgents · of 25 ranked 168
#3 Fiction CollaboratorPersonal · of 25 ranked 183
#3 Fitness CoachingPersonal · of 25 ranked 143
#3 Math ProofsResearch · of 25 ranked 171
#3 Literature ReviewResearch · of 25 ranked 183
#3 Experiment DesignResearch · of 25 ranked 170
#4 Bug FixingCode · of 25 ranked 196
#4 Data AnalysisData · of 25 ranked 183
#4 Contract ReviewProfessional · of 25 ranked 195
#4 Agent WorkflowsAgents · of 25 ranked 208
#4 Coding AgentsAgents · of 25 ranked 208
#4 Scientific CodingResearch · of 25 ranked 196
#11 Trivia & General KnowledgePersonal · of 25 ranked 120
#17 Email DraftingWriting · of 25 ranked 125
#17 Language LearningEducation · of 25 ranked 125
#22 JSON ExtractionData · of 25 ranked 144

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Quick answers

How much does Anthropic: Claude Sonnet 4.6 (batch) cost?
$1.50 per million input tokens and $7.50 per million output tokens.
What is Anthropic: Claude Sonnet 4.6 (batch)'s context window?
1,000,000 tokens, roughly 1,500 pages of text in a single request.
Does Anthropic: Claude Sonnet 4.6 (batch) support tool calling?
It supports tool calling, structured output, a reasoning mode.
Can Anthropic: Claude Sonnet 4.6 (batch) process images?
Yes, it accepts image input.

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