LLM Reference

GPT-4o vs Phi-4 Mini Flash Reasoning

GPT-4o (2024) and Phi-4 Mini Flash Reasoning (2025) are frontier reasoning models from OpenAI and Microsoft Research. GPT-4o ships a 128k-token context window, while Phi-4 Mini Flash Reasoning ships a 128k-token context window. This comparison covers specs, pricing, API access, capabilities, benchmarks, input and output token costs, and production fit for coding and agent workloads. It focuses on practical selection signals rather than broad model-family marketing.

Phi-4 Mini Flash Reasoning is safer overall; choose GPT-4o when coding workflow support matters.

Decision scorecard

Local evidence first
SignalGPT-4oPhi-4 Mini Flash Reasoning
Best formultimodal apps, tool-calling agents, and provider-routed productionreasoning-heavy apps
Decision fitCoding, RAG, and AgentsLong context
Context window128k128k
Cheapest output$10/1M tokens-
Provider routes5 tracked1 tracked
Shared benchmarks0 shared0 shared

Decision tradeoffs

Choose GPT-4o when...
  • GPT-4o has broader tracked provider coverage for fallback and route flexibility.
  • GPT-4o uniquely exposes Vision, Multimodal, and JSON / Tool use in local model data.
  • Local decision data tags GPT-4o for Coding, RAG, and Agents.
Choose Phi-4 Mini Flash Reasoning when...
  • Phi-4 Mini Flash Reasoning uniquely exposes Reasoning in local model data.
  • Local decision data tags Phi-4 Mini Flash Reasoning for Long context.

Monthly cost at traffic

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

GPT-4o

$4,500

Cheapest tracked route/tier: Replicate API

Phi-4 Mini Flash Reasoning

Unavailable

No complete token price in local provider data

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

Switch friction

GPT-4o -> Phi-4 Mini Flash Reasoning
  • No overlapping tracked provider route is sourced for GPT-4o and Phi-4 Mini Flash Reasoning; plan for SDK, billing, or endpoint changes.
  • Check replacement coverage for Vision, Multimodal, and JSON / Tool use before moving production traffic.
  • Phi-4 Mini Flash Reasoning adds Reasoning in local capability data.
Phi-4 Mini Flash Reasoning -> GPT-4o
  • No overlapping tracked provider route is sourced for Phi-4 Mini Flash Reasoning and GPT-4o; plan for SDK, billing, or endpoint changes.
  • Check replacement coverage for Reasoning before moving production traffic.
  • GPT-4o adds Vision, Multimodal, and JSON / Tool use in local capability data.

Specs

Specification
Released2024-05-132025-12-01
Context window128k128k
Parameters3.8B
ArchitectureDecoder OnlyDecoder Only
LicenseProprietaryMITOSI-approved
OpennessProprietaryOpen source
WeightsNot releasedUnknown
CodeUnknownUnknown
Commercial useCommercial use: conditionalCommercial use: permitted
Knowledge cutoff2023-102025-02

Pricing and availability

Pricing attributeGPT-4oPhi-4 Mini Flash Reasoning
Input price$2.50/1M tokens-
Output price$10/1M tokens-
Providers

Capabilities

CapabilityGPT-4oPhi-4 Mini Flash Reasoning
VisionYesNo
MultimodalYesNo
ReasoningNoYes
JSON / Tool useYesNo
Structured outputsYesNo
Code executionYesNo
IDE integrationNoNo
Computer useNoNo
Parallel agentsNoNo

Benchmarks

No shared benchmark scores are currently available for this pair.

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Last reviewed: 2026-06-29. Data sourced from public model cards and provider documentation.