LLM Reference

GLM-5 vs Phi-4 Mini Flash Reasoning

GLM-5 (2026) and Phi-4 Mini Flash Reasoning (2025) are frontier-tier reasoning models from Zhipu AI and Microsoft Research. GLM-5 ships a 200k-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.

GLM-5 is safer overall; choose Phi-4 Mini Flash Reasoning when provider fit matters.

Decision scorecard

Local evidence first
SignalGLM-5Phi-4 Mini Flash Reasoning
Best forreasoning-heavy apps, tool-calling agents, and provider-routed productionreasoning-heavy apps
Decision fitCoding, RAG, and AgentsLong context
Context window200k128k
Cheapest output$2.08/1M tokens-
Provider routes7 tracked1 tracked
Shared benchmarks0 shared0 shared

Decision tradeoffs

Choose GLM-5 when...
  • GLM-5 has the larger context window for long prompts, retrieval packs, or transcript analysis.
  • GLM-5 has broader tracked provider coverage for fallback and route flexibility.
  • GLM-5 uniquely exposes JSON / Tool use and Structured outputs in local model data.
  • Local decision data tags GLM-5 for Coding, RAG, and Agents.
Choose Phi-4 Mini Flash Reasoning when...
  • 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.

GLM-5

$1,000

Cheapest tracked route/tier: OpenRouter

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

GLM-5 -> Phi-4 Mini Flash Reasoning
  • Provider overlap exists on NVIDIA NIM; start route-level A/B tests there.
  • Check replacement coverage for JSON / Tool use and Structured outputs before moving production traffic.
Phi-4 Mini Flash Reasoning -> GLM-5
  • Provider overlap exists on NVIDIA NIM; start route-level A/B tests there.
  • GLM-5 adds JSON / Tool use and Structured outputs in local capability data.

Specs

Specification
Released2026-02-112025-12-01
Context window200k128k
Parameters744B total, 40B active3.8B
ArchitectureMixture of ExpertsDecoder Only
LicenseMITOSI-approvedMITOSI-approved
OpennessOpen sourceOpen source
WeightsAvailableUnknown
CodeUnknownUnknown
Commercial useCommercial use: permittedCommercial use: permitted
Knowledge cutoff2025-112025-02

Pricing and availability

Pricing attributeGLM-5Phi-4 Mini Flash Reasoning
Input price$0.60/1M tokens-
Output price$2.08/1M tokens-
Providers

Capabilities

CapabilityGLM-5Phi-4 Mini Flash Reasoning
VisionNoNo
MultimodalNoNo
ReasoningYesYes
JSON / Tool useYesNo
Structured outputsYesNo
Code executionNoNo
IDE integrationNoNo
Computer useNoNo
Parallel agentsNoNo

Benchmarks

No shared benchmark scores are currently available for this pair.

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Last reviewed: 2026-06-30. Data sourced from public model cards and provider documentation.