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Home / Compare / AI models / MiniMax-M3 vs Claude Sonnet 5.5

MiniMax-M3 vs Claude Sonnet 5.5

Official MiniMax and Anthropic API prices and LMArena scores, checked 2026-10-29. Add up to 2 more models to compare 4.

Verdict

MiniMax-M3 costs less; Claude Sonnet 5.5 wins more LMArena tasks.

MiniMax-M3 is 6.7x cheaper on input and 8.3x cheaper on output. Claude Sonnet 5.5 scores 85 points higher for coding. Across 7 shared LMArena tasks, Claude Sonnet 5.5 leads 7 to 0. A medium month (20M input + 5M output tokens) costs $12 on MiniMax-M3 and $90 on Claude Sonnet 5.5.

  • Pick MiniMax-M3 if you want the lower bill ($12 vs $90 for a medium month) or you reuse long prompts (cached input $0.06 vs $0.10).
  • Pick Claude Sonnet 5.5 if you care most about coding (+85), agent tasks (+63) and reasoning and math (+57).
Sample month

Medium: 20M input + 5M output tokens a month at list price (short-context rate, no caching or batch discounts).

MiniMax-M3vsClaude Sonnet 5.5
Price per 1M tokens
Input$0.30 (better)$2
Cached input$0.06 (better)$0.10
Output$1.20 (better)$10
Sample month, medium$12 (better)$90
Context
Context windown/a1M
Quality (LMArena relative score, out of 100)
Coding085 (better)
Chat018 (better)
Creative writing031 (better)
Roleplay and characters01 (better)
Reasoning and math057 (better)
Vision022 (better)
Long documents36n/a
Cheap bulk and agents1881 (better)

Marked side is better: lower for prices, higher for context and scores. Bars are scaled to the larger of the two.

Spec
MiniMax-M3
Claude Sonnet 5.5
Price per 1M tokens
Input$0.30$2
Cached input$0.06$0.10
Output$1.20$10
Blend 3:1$0.525$4
Sample month, medium$12$90
Context
Context windowNot published1M tokens
Quality (LMArena, out of 100)
Coding0/100 #34 of 5085/100 #3 of 50
Chat0/100 #41 of 5118/100 #16 of 51
Creative writing0/100 #40 of 5131/100 #10 of 51
Roleplay and characters0/100 #32 of 511/100 #17 of 51
Reasoning and math0/100 #42 of 5157/100 #8 of 51
Vision0/100 #30 of 3322/100 #16 of 33
Long documents36/100 #11 of 11Not ranked
Cheap bulk and agents18/100 #33 of 3481/100 #2 of 34
Details
ProviderMiniMaxAnthropic
API model idminimax-m3claude-sonnet-5.5
NotesPrompts up to 512K tokens. Longer prompts cost $0.60 in, $2.40 out. MiniMax lists these as permanent 50% off its $0.60 in, $2.40 out list price.5-minute cache writes $2.50.
Sources
Last checked2026-10-292026-10-29
Official pricingMiniMax pricingAnthropic pricing

API prices in USD per 1M tokens from each provider's official pricing page. Blend 3:1 = (3 x input + output) / 4. Sample month = stated input and output tokens at the list price, no caching. Quality: relative score out of 100 on each LMArena leaderboard (100 = top model we price on that board, n/a = not ranked there), data licensed CC BY 4.0. See how we pick.

Where each one ranks on LMArena

Relative score out of 100 on each leaderboard (100 = the top model we price there), with the rank among the models from our API price table that appear on that board.

  • Coding (Code Arena): MiniMax-M3 #34 of 50 (0/100), Claude Sonnet 5.5 #3 of 50 (85/100)
  • Chat (Text Arena): MiniMax-M3 #41 of 51 (0/100), Claude Sonnet 5.5 #16 of 51 (18/100)
  • Creative writing (Text Arena creative writing): MiniMax-M3 #40 of 51 (0/100), Claude Sonnet 5.5 #10 of 51 (31/100)
  • Roleplay and characters (Text Arena multi-turn): MiniMax-M3 #32 of 51 (0/100), Claude Sonnet 5.5 #17 of 51 (1/100)
  • Reasoning and math (Text Arena math): MiniMax-M3 #42 of 51 (0/100), Claude Sonnet 5.5 #8 of 51 (57/100)
  • Vision (Vision Arena): MiniMax-M3 #30 of 33 (0/100), Claude Sonnet 5.5 #16 of 33 (22/100)
  • Long documents (Document Arena): MiniMax-M3 #11 of 11 (36/100), Claude Sonnet 5.5 not ranked
  • Cheap bulk and agents (Agent Arena): MiniMax-M3 #33 of 34 (18/100), Claude Sonnet 5.5 #2 of 34 (81/100)

Pricing details from the official pages

MiniMax-M3 lists $0.30 input, $1.20 output, $0.06 cached input per 1M tokens on MiniMax pricing. Claude Sonnet 5.5 lists $2 input, $10 output, $0.10 cached input per 1M tokens on Anthropic pricing. Prices checked 2026-10-29.

  • MiniMax-M3: Prompts up to 512K tokens. Longer prompts cost $0.60 in, $2.40 out. MiniMax lists these as permanent 50% off its $0.60 in, $2.40 out list price.
  • Claude Sonnet 5.5: 5-minute cache writes $2.50.

Sample monthly bill at list price, no caching: Light (2M input + 0.5M output tokens): $1.20 vs $9. Medium (20M input + 5M output tokens): $12 vs $90. Heavy (200M input + 50M output tokens): $120 vs $900.

FAQ

Is MiniMax-M3 cheaper than Claude Sonnet 5.5?

MiniMax-M3 costs $0.30 input and $1.20 output per 1M tokens; Claude Sonnet 5.5 costs $2 and $10. For a medium month (20M input + 5M output tokens) MiniMax-M3 is cheaper: $12 vs $90.

Which is better for coding, MiniMax-M3 or Claude Sonnet 5.5?

On LMArena's Code Arena MiniMax-M3 scores 0/100 (#34 of 50) and Claude Sonnet 5.5 85/100 (#3 of 50), so Claude Sonnet 5.5 is ahead by 85 points.

Which has the bigger context window?

MiniMax-M3: n/a. Claude Sonnet 5.5: 1M tokens. Long prompts can cost more; see the pricing notes above.

How much do MiniMax-M3 and Claude Sonnet 5.5 cost per month?

Light (2M input + 0.5M output tokens): $1.20 vs $9. Medium (20M input + 5M output tokens): $12 vs $90. Heavy (200M input + 50M output tokens): $120 vs $900. Pick your own token counts in the plan vs API calculator.

Where do these numbers come from?

Prices come from each provider's official pricing page, checked daily. Quality is the relative score on the LMArena leaderboard dataset, licensed CC BY 4.0. Where a model is not ranked we show n/a.

Sources

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