API cost decision in 10 seconds

MiniMax M2.5 vs Relace Search

Pick MiniMax M2.5 for lower cost; pick Relace Search only if the larger context window matters more.

Pricing data updated:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick MiniMax M2.5 for lower cost; pick Relace Search only if the larger context window matters more.

On the standard 1M input plus 500K output workload, MiniMax M2.5 is estimated at $0.72 vs $2.5 for Relace Search, saving $1.77 (71% lower).

Cost-first pickMiniMax M2.5
Context-first pickRelace Search
Sample savings$1.7771%
10x traffic gap$17.75

Relace Search has more context, but MiniMax M2.5 saves $1.77 on the standard workload. At 10x that traffic, the same price gap is about $17.75. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

MiniMax M2.5 stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickMiniMax M2.5Relace Search
Input-heavy / RAG5M input + 500K outputMiniMax M2.5$1.32$6.5
Balanced workload1M input + 1M outputMiniMax M2.5$1.3$4
Output-heavy chatbot1M input + 5M outputMiniMax M2.5$5.9$16
Cheaper input MiniMax M2.5 $0.15 vs $1 / 1M

MiniMax M2.5 is $0.85 cheaper per 1M input tokens (85% lower; 6.67x difference).

Cheaper output MiniMax M2.5 $1.15 vs $3 / 1M

MiniMax M2.5 is $1.85 cheaper per 1M output tokens (61.7% lower; 2.61x difference).

Larger context Relace Search 204.8K vs 256K

Relace Search has 51.2K more context (1.25x larger).

Sample workload MiniMax M2.5 $0.72 vs $2.5

MiniMax M2.5 is $1.77 cheaper on the standard workload (71% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
MiniMax M2.5 Calculating… Estimated API cost
Relace Search Calculating… Estimated API cost
Cheaper for this workload Calculating… Difference: calculating…

This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.

Quick Decision

Verdict

MiniMax M2.5 has the lower input price; MiniMax M2.5 has the lower output price; Relace Search offers the larger context window. For the 1M input plus 500K output sample, MiniMax M2.5 is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $0.72 for MiniMax M2.5 and $2.5 for Relace Search.

Best Fit

Choose MiniMax M2.5 when you care most about lower input-token price, and lower output-token price.

Choose Relace Search when you care most about larger context window.

Decision Notes
  • On the standard 1M input plus 500K output workload, MiniMax M2.5 is estimated at $0.72 vs $2.5 for Relace Search, saving $1.77 (71% lower).
  • MiniMax M2.5 is $1.77 cheaper on the standard workload (71% lower).
  • MiniMax M2.5 is $0.85 cheaper per 1M input tokens (85% lower; 6.67x difference).
  • MiniMax M2.5 is $1.85 cheaper per 1M output tokens (61.7% lower; 2.61x difference).
  • Relace Search has 51.2K more context (1.25x larger).
Head-to-Head Specs
FeatureMiniMax M2.5
(MiniMax)
Relace Search
(Relace)
Input Price
prompt tokens per 1M
$0.15$1
Completion Price
per 1M tokens
$1.15$3
Sample Workload Cost
1M input + 500K output
$0.72$2.5
Context Window204.8K256K
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionMiniMax M2.5On the standard 1M input plus 500K output workload, MiniMax M2.5 is estimated at $0.72 vs $2.5 for Relace Search, saving $1.77 (71% lower).
High-volume input processingMiniMax M2.5Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsMiniMax M2.5Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workRelace SearchA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • MiniMax M2.5 (free) can replace MiniMax M2.5 when lower sample workload cost matters most: $0.
  • Relace Apply 3 can replace Relace Search when lower sample workload cost matters most: $1.48.
Larger context near this budget
Popular competitors
  • No popular competitor is currently available.

Cheaper alternatives

Review low-cost models sorted by a standard 1M input plus 500K output workload.

Open cheapest models

Larger context alternatives

Find models with larger context windows for RAG, long documents, and codebase review.

Open largest context models

Provider catalogs

Compare models within provider hubs before choosing a final API vendor.

Open provider hubs

MiniMax catalog

Review all tracked MiniMax models before deciding whether this matchup is the right shortlist.

Open MiniMax models

Relace catalog

Check other Relace models with comparable pricing, context, or release timing.

Open Relace models
MiniMax M2.5

MiniMax-M2.5 is a SOTA large language model designed for real-world productivity. Trained in a diverse range of complex real-world digital working environments, M2.5 builds upon the coding expertise of M2.1...

Relace Search

The relace-search model uses 4-12 `view_file` and `grep` tools in parallel to explore a codebase and return relevant files to the user request. In contrast to RAG, relace-search performs agentic...