High-volume, cost-sensitive work
Choose o3
o3 costs 13% less on a typical mix of three input tokens for every output token ($3.50 against $4.00 per million tokens).
Choose Gemini 4 Argon for reused prompts and documents (RAG, agents), very long inputs, reasoning over long documents and the latest release. Choose o3 for high-volume, cost-sensitive work and writing and code generation.
Each answer below comes straight from the published prices, specifications and independent benchmark results.
Choose o3
o3 costs 13% less on a typical mix of three input tokens for every output token ($3.50 against $4.00 per million tokens).
Choose o3
o3 charges $8.00 per million output tokens, against $10.00 for Gemini 4 Argon. Output dominates the bill when answers are long.
Choose Gemini 4 Argon
Gemini 4 Argon charges $0.10 per million cached input tokens, against $0.50 for o3.
Choose Gemini 4 Argon
Gemini 4 Argon reads up to 1.05M tokens per request, against 200k for o3.
Choose Gemini 4 Argon
Gemini 4 Argon scores 79.7% on Long-context reasoning (AA-LCR), against 74.7% for o3.
Choose Gemini 4 Argon
Gemini 4 Argon is the newer release (October 2026, against Apr 16, 2025 for o3).
| Volume | Gemini 4 Argon | o3 | Difference |
|---|---|---|---|
| Prototype: 1M input, 250K output tokens | $4.50 | $4.00 | o3, $0.50 less |
| Production: 20M input, 5M output tokens | $90.00 | $80.00 | o3, $10.00 less |
| Scale: 500M input, 100M output tokens | $2,000 | $1,800 | o3, $200.00 less |
Standard rates, without caching or batch discounts. Volumes are per month.
| Gemini 4 Argon | o3 | |
|---|---|---|
| Provider | OpenAI | |
| Category | Language models | Language models |
| Status | Generally available | Legacy |
| Headline price | $4.00 / 1M tokens | $3.50 / 1M tokens |
| Input | $2.00 / 1M tokens | $2.00 / 1M tokens |
| Output | $10.00 / 1M tokens | $8.00 / 1M tokens |
| Cached input | $0.10 / 1M tokens | $0.50 / 1M tokens |
| Context window | 1.05M | 200k |
| Max output | 66k | 100k |
| Released | October 2026 | Apr 16, 2025 |
| Knowledge cutoff | No data | June 2024 |
| Licence | Proprietary | Proprietary |
| Capabilities | Vision, Reasoning, Tool calling, Structured output, Prompt caching, Batch API | Vision, Reasoning, Tool calling, Structured output, Prompt caching, Batch API |
| API model id | gemini-4-argon | o3 |
Leader in bold.
| Benchmark | Gemini 4 Argon | o3 |
|---|---|---|
| Humanity's Last Exam | 57.1% | 20.1% |
| Long-context reasoning (AA-LCR) | 79.7% | 74.7% |
| Intelligence Index | 52.6 | No data |
| SciCode | 61.8% | No data |
| Terminal-Bench Hard | No data | 37.1% |
| GPQA Diamond | No data | 82.7% |
| IFBench (instruction following) | No data | 71.4% |
| τ²-Bench (agentic tool use) | No data | 80.7% |
| MMMU-Pro (visual reasoning) | No data | 70.1% |
Independent evaluations by Artificial Analysis, run the same way for every model, at the reasoning setting shown. Percentages unless marked as an index.
Choose Gemini 4 Argon for reused prompts and documents (RAG, agents), very long inputs, reasoning over long documents and the latest release. Choose o3 for high-volume, cost-sensitive work and writing and code generation.
o3 is 13% cheaper than Gemini 4 Argon at the headline price ($3.50 / 1M tokens vs $4.00 / 1M tokens).
Gemini 4 Argon reads more per request: 1.05M tokens against 200k.
Gemini 4 Argon is made by Google and o3 by OpenAI. o3 is 13% cheaper than Gemini 4 Argon at the headline price ($3.50 / 1M tokens vs $4.00 / 1M tokens). Gemini 4 Argon reads more per request: 1.05M tokens against 200k. Gemini 4 Argon is the newer model (October 2026, against Apr 16, 2025).
At 20 million input and 5 million output tokens a month, Gemini 4 Argon costs $90.00 and o3 costs $80.00, at standard rates.
Gemini 4 Argon was released on October 2026 and o3 on Apr 16, 2025.