LLM ReferenceLLM Reference

GPT-4o (2024-11-20)

gpt-4o-2024-11-20

Researched 8d ago

Last refreshed 2026-05-11. Next refresh: weekly.

ProprietaryCodingRAGLong contextVisionClassificationJSON / Tool use

GPT-4o (2024-11-20) is worth evaluating for coding, rag, and long context when its provider route and context window match the workload.

Decision context: Coding task fit, 2 tracked provider routes, and research from 2026-05-10.

Use it for

  • Teams evaluating coding, rag, and long context
  • Workloads that can use a 128K context window
  • Buyers comparing 2 tracked provider routes

Do not use it for

  • Vision or document-understanding workloads

Cheapest output

$10.00

OpenAI API per 1M tokens

Provider routes

2

Tracked API hosts

Quality / dollar

Grade D

Ranked by benchmark score divided by cheapest output price

Freshness

2026-05-10

Researched 8d ago

fresh

Top use-case fit

Coding

Q/$ D

1 relevant benchmark in the decision map.

RAG

Included by capability and metadata signals in the decision map.

Long context

Included by capability and metadata signals in the decision map.

Provider price ladder

ProviderInput / 1MOutput / 1MBatch in / outRoute
OpenAI API$2.50$10.00$1.25 / $5.00
Serverless
OpenRouter$2.50$10.00-
Serverless

Benchmark peer barsfor Coding

Migration checks

No linked migration route is available for this model yet.

About

OpenAI: GPT-4o (2024-11-20) available via OpenRouter. Pricing: $2.5/1M input, $10/1M output.

GPT-4o (2024-11-20) has a 128K-token context window.

GPT-4o (2024-11-20) input tokens at $2.5/1M, output at $10/1M.

Capabilities

Structured Outputs

Benchmark Scores(2)

Scores are benchmark-specific and are direction-aware: the same numeric gap can mean very different outcomes across suites. Use the leaderboard context and this model's provider route to decide whether the winning margin is meaningful for your workload.
BenchmarkScoreVersionSource
BigCodeBench48.02025-01 (Instruct Pass@1)https://bigcode-bench.github.io/results.json
Massive Multi-discipline Multimodal Understanding70.7https://mmmu-benchmark.github.io/

Rankings

Specifications

FamilyGPT-4o
Released2024-11-20
Context128K
ArchitectureDecoder Only
Specializationgeneral
LicenseProprietary

Created by

Cutting-edge research and development.

San Francisco, California, United States
Founded 2015
Website