anthropic

Anthropic: Claude Opus 4.7 (batch)

Quality Score
100/100
price + capability + benchmarks
Input Price
$2.50
per 1M tokens · checked 2026-11-07
Output Price
$12.50
per 1M tokens · checked 2026-11-07
Context Window
1,000,000
tokens

Claude Opus 4.7 (batch) is Anthropic's model offered through batch access, accepting text, image, and file inputs. It provides a context window of 1,000,000 tokens and can return up to 128,000 tokens in a single completion, which suits long documents, large codebases, or multi-file inputs. The model supports tool use and reasoning; structured output support is not specified in the available data, so confirm it before relying on schema-constrained responses. At $2.50 per million input tokens and $12.50 per million output tokens, it is a paid option where output-heavy workloads drive cost. Its blended benchmark score of 88.4 across five independent benchmarks is backed by moderate coverage. Coding is its clearest strength, with a top AI Index coding score of 100.0 and 72.0 on Aider Polyglot. Agentic (73.2) and EQ-Bench (73.4) results are lower, so teams prioritizing coding and long-context batch jobs should shortlist it first.

Benchmark results

Independent, published benchmarks. Blended score 88.4 across 5 benchmarks, last refreshed 2026-11-08. How scoring works →

BenchmarkMeasuresScore
Aider Polyglot code editing across languages 72.0
AI Index broad capability composite 88.3
AI Index Coding software engineering tasks 100.0
AI Index Agentic multi-step tool-using tasks 73.2
EQ-Bench emotional understanding in dialogue 73.4
Model ID
anthropic/claude-opus-4.7:batch
Vendor
anthropic
Released
April 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 $2.50/M input and $12.50/M output rates. Run your own numbers →

JobTokensCost
Summarize a 50-page report 30k in / 1.5k out $0.09
Classify 1,000 customer emails 500k in / 50k out $1.88
A month of a busy support chatbot 5M in / 2M out $37.50

Strong choice for

Category rankings

Where Anthropic: Claude Opus 4.7 (batch) places across the 64 categories it ranks in. How we rank →

#CategoryScore
#1 SQL GenerationCode · of 25 ranked 187
#1 Code ReviewCode · of 25 ranked 188
#1 Code RefactoringCode · of 25 ranked 183
#1 Bug FixingCode · of 25 ranked 201
#1 Unit Test GenerationCode · of 25 ranked 170
#1 Code DocumentationCode · of 25 ranked 151
#1 Regex WritingCode · of 25 ranked 142
#1 CI/CD PipelinesCode · of 25 ranked 158
#1 Frontend Component DesignCode · of 25 ranked 157
#1 Data AnalysisData · of 25 ranked 188
#1 CSV / Spreadsheet CleanupData · of 25 ranked 165
#1 ETL ScriptingData · of 25 ranked 171
#1 OCR / Document ParsingData · of 25 ranked 154
#1 Table Extraction from PDFsData · of 25 ranked 154
#1 Long-Document SummarizationWriting · of 25 ranked 176
#1 Blog Post WritingWriting · of 25 ranked 151
#1 Marketing CopyWriting · of 25 ranked 138
#1 Creative WritingWriting · of 25 ranked 176
#1 Screenwriting & DialogWriting · of 25 ranked 176
#1 Language TranslationWriting · of 25 ranked 142
#1 Transcript CleanupWriting · of 25 ranked 147
#1 Academic WritingWriting · of 25 ranked 176
#1 Legal DraftingProfessional · of 25 ranked 176
#1 Legal ResearchProfessional · of 25 ranked 188
#1 Contract ReviewProfessional · of 25 ranked 200
#1 Financial AnalysisProfessional · of 25 ranked 175
#1 Medical Note SummarizationProfessional · of 25 ranked 171
#1 Scientific ResearchProfessional · of 25 ranked 188
#1 Math TutoringEducation · of 25 ranked 162
#1 Physics TutoringEducation · of 25 ranked 163
#1 History TutoringEducation · of 25 ranked 159
#1 Essay GradingEducation · of 25 ranked 188
#1 Standardized Test PrepEducation · of 25 ranked 138
#1 Sales / Cold EmailBusiness · of 25 ranked 126
#1 Meeting NotesBusiness · of 25 ranked 161
#1 Resume WritingBusiness · of 25 ranked 121
#1 Job Application DraftingBusiness · of 25 ranked 126
#1 RFP ResponseBusiness · of 25 ranked 195
#1 SOP / Process DocsBusiness · of 25 ranked 145
#1 OKRs & Strategic PlanningBusiness · of 25 ranked 176
#1 Diagram ExtractionVision · of 25 ranked 158
#1 Screenshot DebuggingVision · of 25 ranked 151
#1 Chart & Graph ReadingVision · of 25 ranked 163
#1 Agent WorkflowsAgents · of 25 ranked 214
#1 Browser AutomationAgents · of 25 ranked 184
#1 Function / Tool CallingAgents · of 25 ranked 162
#1 RAG PipelinesAgents · of 25 ranked 183
#1 Long-Context Q&AAgents · of 25 ranked 172
#1 Coding AgentsAgents · of 25 ranked 214
#1 Character RoleplayPersonal · of 25 ranked 163
#1 Fiction CollaboratorPersonal · of 25 ranked 188
#1 Journaling HelperPersonal · of 25 ranked 126
#1 Recipe GenerationPersonal · of 25 ranked 126
#1 Fitness CoachingPersonal · of 25 ranked 145
#1 Trip PlanningPersonal · of 25 ranked 151
#1 Tutoring for KidsPersonal · of 25 ranked 142
#1 Math ProofsResearch · of 25 ranked 176
#1 Scientific CodingResearch · of 25 ranked 201
#1 Literature ReviewResearch · of 25 ranked 188
#1 Experiment DesignResearch · of 25 ranked 174
#8 Trivia & General KnowledgePersonal · of 25 ranked 121
#14 Email DraftingWriting · of 25 ranked 126
#14 Language LearningEducation · of 25 ranked 126
#21 JSON ExtractionData · of 25 ranked 144

Similar models

Quick answers

How much does Anthropic: Claude Opus 4.7 (batch) cost?
$2.50 per million input tokens and $12.50 per million output tokens.
What is Anthropic: Claude Opus 4.7 (batch)'s context window?
1,000,000 tokens, roughly 1,500 pages of text in a single request.
Does Anthropic: Claude Opus 4.7 (batch) support tool calling?
It supports tool calling, structured output, a reasoning mode.
Can Anthropic: Claude Opus 4.7 (batch) process images?
Yes, it accepts image input.

The Model Movers Report

One email every Friday, built from this site's own rankings: the current top five by benchmark score, every model released in the last seven days, and one note worked out from that week's numbers. You can unsubscribe from any issue with one click.