LLM Reference

Codex 1 vs Falcon 180B

Codex 1 (2025) and Falcon 180B (2023) compare a coding-specialized model against a standalone API model. Codex 1 ships a 192k-token context window, while Falcon 180B ships a not-yet-sourced context window. This page treats the result as workflow and deployment fit, not a universal model winner.

Treat this as a product-type comparison: Codex 1 is coding-specialized model, while Falcon 180B is standalone API model. Choose based on workflow fit before reading any benchmark or price row as decisive.

Decision scorecard

Local evidence first
SignalCodex 1Falcon 180B
Product typeCoding-specialized modelStandalone API model
Best forcustom coding agents and code generationprovider-routed production
Decision fitCoding, Agents, and Long contextClassification
Context window192k
Cheapest output--
Provider routes0 tracked2 tracked
Shared benchmarks0 shared0 shared

Decision tradeoffs

Choose Codex 1 when...
  • Codex 1 has the larger context window for long prompts, retrieval packs, or transcript analysis.
  • Codex 1 uniquely exposes Reasoning and Code execution in local model data.
  • Local decision data tags Codex 1 for Coding, Agents, and Long context.
Choose Falcon 180B when...
  • Falcon 180B has broader tracked provider coverage for fallback and route flexibility.
  • Local decision data tags Falcon 180B for Classification.

Monthly cost at traffic

Estimate token spend from the cheapest tracked input and output route or tier on this page.

Codex 1

Unavailable

No complete token price in local provider data

Falcon 180B

Unavailable

No complete token price in local provider data

Cost delta unavailable until both models have sourced input and output token prices.

Switch friction

Codex 1 -> Falcon 180B
  • No overlapping tracked provider route is sourced for Codex 1 and Falcon 180B; plan for SDK, billing, or endpoint changes.
  • Check replacement coverage for Reasoning and Code execution before moving production traffic.
Falcon 180B -> Codex 1
  • No overlapping tracked provider route is sourced for Falcon 180B and Codex 1; plan for SDK, billing, or endpoint changes.
  • Codex 1 adds Reasoning and Code execution in local capability data.

Specs

Specification
Released2025-05-162023-11-28
Context window192k
Parameters180B
ArchitectureDecoder OnlyDecoder Only
LicenseProprietaryApache 2.0OSI-approved
OpennessProprietaryOpen source
WeightsNot releasedUnknown
CodeUnknownUnknown
Commercial useCommercial use: conditionalCommercial use: permitted
Knowledge cutoff--

Pricing and availability

Pricing attributeCodex 1Falcon 180B
Input price--
Output price--
Providers-

Pricing not yet sourced for either model.

Capabilities

CapabilityCodex 1Falcon 180B
VisionNoNo
MultimodalNoNo
ReasoningYesNo
JSON / Tool useNoNo
Structured outputsNoNo
Code executionYesNo
IDE integrationNoNo
Computer useNoNo
Parallel agentsNoNo

Benchmarks

No shared benchmark scores are currently available for this pair.

Continue comparing

Last reviewed: 2026-05-19. Data sourced from public model cards and provider documentation.