# MiniMax M3 vs Claude Opus 4.8

On provider list prices, MiniMax M3 costs $0.30 per million input tokens against $5 for Claude Opus 4.8: 16.7x apart. Output is $1.20 against $25 (20.8x). On Allocate both bill at list plus the 7% transaction fee.

## Specifications

| | MiniMax M3 | Claude Opus 4.8 |
| --- | --- | --- |
| Lab | MiniMaxAI | Anthropic |
| Access | API only | API only |
| Context window | 512K tokens | 200K tokens |
| List price, input | $0.30 / M tokens | $5 / M tokens |
| List price, output | $1.20 / M tokens | $25 / M tokens |
| Cached input | $0.06 / M tokens | n/a |
| License | Proprietary API | Proprietary API |
| Fine-tunable | No | No |

Specifications and provider list prices from the Allocate catalog, checked 2026-07-08. Billed price is list plus the 7% transaction fee.

## What the numbers say

Take 1,000,000 requests a month at 1,200 input and 350 output tokens each. That workload costs $780 a month on MiniMax M3 and $14,750 on Claude Opus 4.8 at list: a gap of $13,970, or 18.9x.

MiniMax M3 reads 512K tokens per request against 200K for Claude Opus 4.8, 2.6x the window. That decides which one can take whole documents without splitting them.

## Choose MiniMax M3 for

- The lower list price ($0.30 in / $1.20 out per M tokens)
- The longer context window (512K vs 200K tokens)
- Published cached-input pricing ($0.06 per M tokens)

## Choose Claude Opus 4.8 for

- Hardest reasoning problems
- High-stakes analysis
- Escalation tier for agents

## Common questions

### Which is cheaper, MiniMax M3 or Claude Opus 4.8?

MiniMax M3, on this workload shape. At list prices it is $0.30/$1.20 per million tokens in and out against $5/$25 for Claude Opus 4.8. Billed on Allocate: $0.32/$1.28 against $5.35/$26.75, list plus 7%.

### Which has the bigger context window?

MiniMax M3: 524,288 tokens (512K) against 200,000 (200K) for Claude Opus 4.8.

### Can I fine-tune MiniMax M3 or Claude Opus 4.8?

No. Both are closed models served over API. If you want a model you can train and own, start from an open-weights base in the catalog.

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[HTML page](https://allocate.network/compare/minimaxai-minimax-m3-vs-opus-4-8) · [MiniMax M3](https://allocate.network/models/minimaxai-minimax-m3.md) · [Claude Opus 4.8](https://allocate.network/models/opus-4-8.md) · [Machine-readable catalog](https://allocate.network/catalog.json)