Gemini Deep Research Max vs o3
At a Glance
| Compare | Gemini Deep Research MaxGoogle DeepMind | o3OpenAI |
|---|---|---|
| Pricing and Limits | ||
| Input priceFrom · USD / 1M tokens | Not reported | $1.00Openrouter ↗ · Sep 3, 2026 |
| Output priceFrom · USD / 1M tokens | Not reported | $4.00Openrouter ↗ · Sep 3, 2026 |
| Context windowMaximum documented tokens | 1,049K | 200K |
| Model facts checked | Aug 29, 2026View model evidence → | Sep 3, 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
Side-by-Side Facts
| Field | Gemini Deep Research Max | o3 |
|---|---|---|
| Developer | Google DeepMind | OpenAI |
| Family | Gemini Agents | O3 |
| Model | Gemini Deep Research Max | o3 |
| Version | Gemini Deep Research Max | o3 |
| Lifecycle | preview | active |
| Released | Unknown | 2025-04-16 |
| Knowledge cutoff | Unknown | 2024-06-01 |
| Input modalities | Text, Image, Video, Audio, Document | Text, Image |
| Output modalities | Text, Image | Text |
| Context window | 1,049K | 200K |
| Total parameters | Unknown | Unknown |
| Active parameters | Unknown | Unknown |
| License | Unknown | Unknown |
| Open weights | No | No |
| API available | Yes | Yes |
| Self-hostable | No | No |
| Provider access | Google AI (Standard), Google Gemini (Standard) | Openai (Standard), Openrouter (Standard) |
| Capabilities | generation, reasoning, research, tools | chat, generation, reasoning, structured_outputs, tools |
Gemini Deep Research Max Capabilities
o3 Capabilities
Primary Evidence
Sources and Freshness
Questions
Gemini Deep Research Max vs o3 FAQs
Is Gemini Deep Research Max or o3 better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Gemini Deep Research Max and o3, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Gemini Deep Research Max or o3?+
Only o3 has a directly sourced input price: $1.00 per million tokens. Only o3 has a directly sourced output price: $4.00 per million tokens.
Which has a larger context window, Gemini Deep Research Max or o3?+
Gemini Deep Research Max has the larger sourced context window. Gemini Deep Research Max supports 1,049K and o3 supports 200K.
Which performs better in benchmarks, Gemini Deep Research Max or o3?+
There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.
Can Gemini Deep Research Max or o3 be self-hosted?+
Both models have the same recorded self-hosting status: unsupported. Gemini Deep Research Max is not marked open weight; o3 is not marked open weight.
Can Gemini Deep Research Max and o3 understand images?+
Gemini Deep Research Max is documented with image input; o3 is documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, Gemini Deep Research Max or o3?+
o3 has the larger sourced maximum output: Gemini Deep Research Max supports 66K and o3 supports 100K output tokens.
Do Gemini Deep Research Max and o3 support reasoning and tool use?+
Gemini Deep Research Max: reasoning, tool calling, and image input. o3: reasoning, tool calling, and image input. Feature support does not establish relative quality.
Which is available from more inference providers, Gemini Deep Research Max or o3?+
Gemini Deep Research Max has 2 sourced provider routes; o3 has 2, a tie.
Which offers better value, Gemini Deep Research Max or o3?+
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.