Gemini 2.5 Flash Lite vs phi-4
At a Glance
| Compare |  Gemini 2.5 Flash LiteGoogle DeepMind |  phi-4Microsoft |
|---|---|---|
| Pricing and Limits | ||
| Input priceFrom · USD / 1M tokens | $0.10Google AI ↗ · Aug 29, 2026 | $0.070Deepinfra ↗ · Sep 22, 2026 |
| Output priceFrom · USD / 1M tokens | $0.40Google AI ↗ · Aug 29, 2026 | $0.14Deepinfra ↗ · Sep 22, 2026 |
| Context windowMaximum documented tokens | 1,049K | 16K |
| Model facts checked | Aug 29, 2026View model evidence → | Aug 28, 2026View model evidence → |
Token prices are the lowest available sourced USD rates; input and output may use different providers. Cost ranking estimates output spend on LiveBench, not a full request bill. Ranking methodology →
Available Benchmarks
| Benchmark | Gemini 2.5 Flash-Lite | phi-4 |
|---|---|---|
| Berkeley Function Calling Leaderboardv4-ede5081a24bc · overall_accuracy · leader | 28.0397% of row best · percent · Gemini-2.5-Flash-Lite (Prompt) | 28.79100% of row best · percent · Phi-4 (Prompt) |
| Overall ResultCounted from the protocol-matched rows above | 0 benchmark winsNo overall winner | 1 benchmark winNo overall winner |
Third-party benchmark Only like-for-like primary-publisher results are shown; raw scores, relative scores, configuration, and token spend remain visible.
Side-by-Side Facts
| Field | Gemini 2.5 Flash-Lite | phi-4 |
|---|---|---|
| Developer | Google DeepMind | Microsoft |
| Family | Gemini 2 5 | Phi 4 |
| Model | Gemini 2.5 Flash-Lite | phi-4 |
| Version | Gemini 2.5 Flash-Lite | phi-4 |
| Lifecycle | active | active |
| Released | Unknown | 2024-12-12 |
| Knowledge cutoff | 2025-01-01 | Unknown |
| Input modalities | Text, Image, Video, Audio, Document | Text |
| Output modalities | Text | Text |
| Context window | 1,049K | 16K |
| Total parameters | Unknown | 14.7B |
| Active parameters | Unknown | Unknown |
| License | Unknown | mit |
| Open weights | No | Yes |
| API available | Yes | Yes |
| Self-hostable | No | Yes |
| Provider access | Google AI (Standard), Google Gemini (Standard) | Deepinfra (Standard), Hugging Face (Standard), Openrouter (Standard) |
| Capabilities | chat, generation, reasoning, tools | chat, generation |
Gemini 2.5 Flash Lite Capabilities
phi-4 Capabilities
Related Comparisons
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|---|---|---|---|
Gemini 2.5 Flash-LiteGoogle DeepMind | vs |  GPT-6 AstraOpenAI | cross-developer peerstext |
Claude Fable 5.1Anthropic | vs | Gemini 2.5 Flash-LiteGoogle DeepMind | cross-developer peerstext |
Gemini 2.5 Flash-LiteGoogle DeepMind | vs | Gemini 3.1 ProGoogle DeepMind | family variantstext |
 DeepSeek-V4.1-FlashDeepSeek | vs | Gemini 2.5 Flash-LiteGoogle DeepMind | cross-developer peerstext |
Gemini 2.5 Flash-LiteGoogle DeepMind | vs | Grok 4.6xAI | cross-developer peerstext |
Gemini 2.5 Flash-LiteGoogle DeepMind | vs |  Qwen3.8-MaxQwen | cross-developer peerstext |
Gemini 2.5 Flash-LiteGoogle DeepMind | vs |  Kimi-K3Moonshot AI | cross-developer peerstext |
 MiniMax-M3MiniMax | vs | Gemini 2.5 Flash-LiteGoogle DeepMind | cross-developer peerstext |
Gemini 2.5 Flash-LiteGoogle DeepMind | vs |  GLM-5.3Z.ai | cross-developer peerstext |
Gemini 2.5 Flash-LiteGoogle DeepMind | vs |  Hy4 previewTencent | cross-developer peerstext |
Seed 2.1 ProByteDance Seed | vs | Gemini 2.5 Flash-LiteGoogle DeepMind | cross-developer peerstext |
Gemini 2.5 Flash-LiteGoogle DeepMind | vs |  Mistral Large 3Mistral AI | cross-developer peerstext |
Primary Evidence
Sources and Freshness
Questions
Gemini 2.5 Flash Lite vs phi-4 FAQs
Is Gemini 2.5 Flash Lite or phi-4 better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Gemini 2.5 Flash Lite and phi-4, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Gemini 2.5 Flash Lite or phi-4?+
Gemini 2.5 Flash Lite is $0.10 and phi-4 is $0.070 per million tokens, so phi-4 is cheaper on this metric. Gemini 2.5 Flash Lite is $0.40 and phi-4 is $0.14 per million tokens, so phi-4 is cheaper on this metric.
Which has a larger context window, Gemini 2.5 Flash Lite or phi-4?+
Gemini 2.5 Flash Lite has the larger sourced context window. Gemini 2.5 Flash Lite supports 1,049K and phi-4 supports 16K.
Which performs better in benchmarks, Gemini 2.5 Flash Lite or phi-4?+
There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.
Can Gemini 2.5 Flash Lite or phi-4 be self-hosted?+
phi-4 is the only model in this pair currently marked as self-hostable. Gemini 2.5 Flash Lite is not marked open weight; phi-4 is open weight.
Can Gemini 2.5 Flash Lite and phi-4 understand images?+
Gemini 2.5 Flash Lite is documented with image input; phi-4 is not documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, Gemini 2.5 Flash Lite or phi-4?+
Neither has a larger sourced maximum output. Gemini 2.5 Flash Lite is 66K and phi-4 is —.
Do Gemini 2.5 Flash Lite and phi-4 support reasoning and tool use?+
Gemini 2.5 Flash Lite: reasoning, tool calling, and image input. phi-4: none of these features are definitively sourced. Feature support does not establish relative quality.
Which is available from more inference providers, Gemini 2.5 Flash Lite or phi-4?+
Gemini 2.5 Flash Lite has 2 sourced provider routes; phi-4 has 3, so phi-4 has broader tracked availability.
Which offers better value, Gemini 2.5 Flash Lite or phi-4?+
There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.