Model Comparison

Qwen3 8B vs Phi-3 Mini 4K Instruct

Compare the listed model data for Qwen3 8B by Qwen and Phi-3 Mini 4K Instruct by microsoft. Benchmark and pricing records are not a controlled test and may change.

Data last updated: 2026-10-16. Verify current model details with each provider.

What the listed data says

Qwen3 8B: 128K tokens; Phi-3 Mini 4K Instruct: 4K tokens (128K in long-context variant). Qwen3 8B has the larger listed context window. Qwen3 8B is listed for coding, reasoning, long-context tasks; Phi-3 Mini 4K Instruct is listed for coding. Shared catalog benchmark entries: MMLU: Qwen3 8B 87.5%; Phi-3 Mini 4K Instruct 68.8%; HumanEval: Qwen3 8B 85.6%; Phi-3 Mini 4K Instruct 60.4%. These records are reference data, not a controlled head-to-head test; verify current pricing and specifications with each provider.

Computed differences from catalog data

  • The listed context windows are 128K tokens and 4K tokens (128K in long-context variant); the larger is 32,000× the smaller.
  • On shared numeric benchmark entries, MMLU: Qwen3 8B − Phi-3 Mini 4K Instruct = +18.7 percentage points (87.5% vs 68.8%); HumanEval: Qwen3 8B − Phi-3 Mini 4K Instruct = +25.2 percentage points (85.6% vs 60.4%).
  • The first listed parameter quantities are 8B and 3.8B; the larger quantity is 2.11× the smaller. Total and active MoE parameters are not directly equivalent.
  • The catalog release dates are April 2025 and April 2024, about 12 months apart at the precision supplied.

Cost example: 1M input and 1M output tokens

A cost example for 1M input plus 1M output tokens cannot be calculated reliably because separate numeric input and output rates are not listed for both models.

Choose Qwen3 8B if…

Choose Qwen3 8B when your task aligns with catalog-listed uses or strengths such as Fast everyday coding assistance in Python, JS, and TypeScript, Multilingual chatbots targeting Asian and African markets, Edge deployment and cost-sensitive production APIs, Student homework help across 119 languages.

Choose Phi-3 Mini 4K Instruct if…

Choose Phi-3 Mini 4K Instruct when your task aligns with catalog-listed uses or strengths such as On-device AI assistants on smartphones and laptops, Educational tools requiring lightweight fast AI, Resource-constrained enterprise deployments, Mathematical tutoring on consumer hardware.

Qwen3 8B

Browse Qwen models

Compact Qwen3 powerhouse — everyday coding, multilingual analysis, and step-by-step reasoning at fast inference speeds. Uses hybrid think...

Parameters: 8B

Context: 128K tokens

Catalog pricing: Open source — free to download. API access via third-party providers ~$0.05-0.15/MTok

Qwen Coding · Reasoning · Long Context Open Source

View Qwen3 8B model profile

Phi-3 Mini 4K Instruct

Browse microsoft models

Microsoft's tiny 3.8B Phi-3 — punches far above its weight on reasoning and code, ideal for low-latency assistants and on-device deployment.

Parameters: 3.8B

Context: 4K tokens (128K in long-context variant)

Catalog pricing: MIT — free. Azure AI charges for cloud hosting.

microsoft Coding Open Source

View Phi-3 Mini 4K Instruct model profile

Feature Comparison — Qwen3 8B vs Phi-3 Mini 4K Instruct

Catalog specifications for Qwen3 8B and Phi-3 Mini 4K Instruct
Specification Qwen3 8B Phi-3 Mini 4K Instruct
Provider Qwen microsoft
Parameters 8B 3.8B
Context window 128K tokens 4K tokens (128K in long-context variant)
Maximum output Not listed Not listed
Catalog pricing Open source — free to download. API access via third-party providers ~$0.05-0.15/MTok MIT — free. Azure AI charges for cloud hosting.
Listed input/output cost per 1M tokens Separate numeric input/output rates not listed Separate numeric input/output rates not listed
License Apache 2.0 MIT
Coding support Listed Listed
Reasoning support Listed Not listed
Vision input Not listed Not listed
Multimodal Not listed Not listed
Open weights Yes Yes
Benchmark: MMLU 87.5% 68.8%
Benchmark: HumanEval 85.6% 60.4%

Figures are transcribed from LITHOVEX model records. Benchmark versions and evaluation setups may differ; pricing and specifications can change. Check each provider's current documentation before making a decision.

Frequently Asked Questions

What is different between Qwen3 8B and Phi-3 Mini 4K Instruct?
Qwen3 8B: 128K tokens; Phi-3 Mini 4K Instruct: 4K tokens (128K in long-context variant). Qwen3 8B has the larger listed context window. Qwen3 8B is listed for coding, reasoning, long-context tasks; Phi-3 Mini 4K Instruct is listed for coding. Shared catalog benchmark entries: MMLU: Qwen3 8B 87.5%; Phi-3 Mini 4K Instruct 68.8%; HumanEval: Qwen3 8B 85.6%; Phi-3 Mini 4K Instruct 60.4%. These records are reference data, not a controlled head-to-head test; verify current pricing and specifications with each provider.
What benchmark values are listed for Qwen3 8B and Phi-3 Mini 4K Instruct?
MMLU: Qwen3 8B 87.5%; Phi-3 Mini 4K Instruct 68.8%; HumanEval: Qwen3 8B 85.6%; Phi-3 Mini 4K Instruct 60.4%. The catalog values may use different versions and evaluation setups, so they are reference points rather than a controlled head-to-head result.
Which model has the larger listed context window?
Qwen3 8B: 128K tokens; Phi-3 Mini 4K Instruct: 4K tokens (128K in long-context variant). Qwen3 8B has the larger listed context window.
What are the listed costs per million tokens for Qwen3 8B and Phi-3 Mini 4K Instruct?
Qwen3 8B: Separate numeric input/output rates not listed (Open source — free to download. API access via third-party providers ~$0.05-0.15/MTok). Phi-3 Mini 4K Instruct: Separate numeric input/output rates not listed (MIT — free. Azure AI charges for cloud hosting.). Where separate numeric input and output rates are available, the worked example uses 1M input plus 1M output tokens. Confirm current terms with each provider.
How far apart are the listed release dates for Qwen3 8B and Phi-3 Mini 4K Instruct?
The catalog lists Qwen3 8B as April 2025 and Phi-3 Mini 4K Instruct as April 2024, about 12 months apart at the precision supplied.
When was the comparison data last updated?
The model catalog records 2026-10-16 as its data update date. Provider specifications and prices may have changed since then.
How should I choose between Qwen3 8B and Phi-3 Mini 4K Instruct?
Compare the listed specifications and capabilities, review the benchmark notes, then test both with the same representative prompt for your task. This page does not claim a universal winner.

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