AI Models · Open-Source vs Paid

MiniMax M3 Open vs Claude Opus 4.8 Paid

MiniMax M3 vs Claude Opus 4.8 compared — price per token, context window, multimodality, openness and which to choose. Can the open-source model replace the paid one? Full 2026 breakdown.

Prices & specs refreshed from live data · OpenSourceAI.tech

Open-model prices = cheapest provider via OpenRouter; official maker rates may be higher.

Choose MiniMax M3 if you want to self-host, keep your data private and skip per-token fees — it's open-weight and runs on your own hardware. Choose Claude Opus 4.8 if you want frontier capability through a managed API with zero infrastructure to run.

MiniMax M3 vs Claude Opus 4.8 specs

SpecMiniMax M3Claude Opus 4.8
MakerMiniMaxAnthropic
TypeOpen-weightProprietary
Context window1M tokens1M tokens
Input price$0.3/M · free self-host$5/M
Output price$1.2/M · free self-host$25/M
Vision / multimodalYesYes
Tool / function callingYesYes
Self-hostableYesNo (API only)
LicenseMITProprietary

Feature comparison

CapabilityMiniMax M3Claude Opus 4.8
Open weights (downloadable)
Self-hostable
Runs fully offline
Vision / multimodal
Tool / function calling
1M+ context window

Benchmarks: MiniMax M3 vs Claude Opus 4.8

Independent benchmark scores measured by Artificial Analysis. Higher is better (except latency).

MiniMax M3 delivers 15× more intelligence per dollar.
MiniMax M3
Claude Opus 4.8
Intelligence index
44.4
55.7
Coding index
58.6
74.3
GPQA
92.9%
92%
Humanity's Last Exam
37.1%
45.7%
Long Context Reasoning
74%
67.7%
SciCode
45.4%
53.5%
IFBench
82.9%
62.2%
τ²-Bench
88.9%
94.4%
τ-Bench Banking
13%
27.6%
Terminal-Bench
65.2%
84.6%
Terminal-Bench Hard
42.4%
58.3%
Speed
97.6 tok/s
62.5 tok/s
Latency
1.21s
28.57s
Intelligence per $
84.6
5.6

Benchmark data by Artificial Analysis.

How MiniMax M3 and Claude Opus 4.8 score

🏆 Best value & openness: MiniMax M3 (4.9 vs 3.1 / 5)
CriterionMiniMax M3Claude Opus 4.8
Cost-efficiency4.53.0
Context window5.05.0
Openness5.01.5
Self-hosting5.01.0
Multimodality5.05.0

Scores come from live data — output price (cost), context length, open vs closed weights (openness & self-hosting) and vision/tool support (multimodality). Raw task quality isn't scored here; it depends on your benchmark — see the verdict.

What each model is

MiniMax M3 Open

MiniMax · Open-weight

MiniMax-M3 is a multimodal foundation model from MiniMax. It supports text, image, and video inputs with text output, a 1M-token context window, and is suited for long-horizon agentic work, coding,...

Claude Opus 4.8 Paid

Anthropic · Proprietary

Claude Opus 4.8 is Anthropic's most capable generally available model in the Opus family. It supports text, image, and file inputs with text output, with reasoning support and a 1M-token...

Other models in these families

These variants are tracked but not compared here — one page per family keeps the comparison readable.

Other variants tracked
MiniMax M2.7MiniMax M2.5MiniMax M2.1MiniMax M2MiniMax M2-herMiniMax-01MiniMax M1
Other variants tracked
Claude Opus 4.7Claude Opus 4.6

Frequently asked questions

Is MiniMax M3 as good as Claude Opus 4.8?

MiniMax M3 is open-weight and competitive on many tasks, but Claude Opus 4.8 may still lead on the hardest reasoning and agentic work. The gap keeps narrowing — benchmark both on your actual use case before deciding.

Can I run MiniMax M3 locally?

Yes. MiniMax M3 has open weights, so you can self-host it on your own GPUs or run it via a low-cost API. Claude Opus 4.8 is API-only and cannot be self-hosted.

How much cheaper is MiniMax M3?

MiniMax M3 costs $1.2/M output vs $25/M for Claude Opus 4.8 — roughly 21x cheaper via API, and free if you self-host.

MiniMax M3 vs Claude Opus 4.8 — which should I pick in 2026?

Choose MiniMax M3 if you want to self-host, keep your data private and skip per-token fees — it's open-weight and runs on your own hardware. Choose Claude Opus 4.8 if you want frontier capability through a managed API with zero infrastructure to run.

People also compare

Explore more open-source AI

Browse the full open-source model leaderboard, thousands of tools and live benchmarks — all in one place.

Open the leaderboard →