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llm_api HEAD-TO-HEAD BENCHMARK•Live Manufacturer Promo & Price Audit

MiniMax: MiniMax M2.5 vs StepFun: Step 5 Preview: Live Promos, Pricing, Hidden Fees & Latency

Verified 2026 FinOps benchmark comparing MiniMax: MiniMax M2.5 (minimax/minimax-m2.5) vs StepFun: Step 5 Preview (stepfun/step-5-preview). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.

⚡ 50% CACHE DISCOUNT + 50% BATCH PROMO 78 Days Left (Ends 2026-12-31)
Value: 50% Cache Off ($0.135/1M)

MiniMax: MiniMax M2.5 (minimax/minimax-m2.5) 2026 Q4 Developer Promotion & Volume Credits

Official 2026 Q4 promotion for MiniMax: MiniMax M2.5: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.135/1M) or route via asynchronous Batch API for 50% off standard token rates.

Official Portal
⚡ 50% CACHE DISCOUNT + 50% BATCH PROMO 78 Days Left (Ends 2026-12-31)
Value: 50% Cache Off ($0.5/1M)

StepFun: Step 5 Preview (stepfun/step-5-preview) 2026 Q4 Developer Promotion & Volume Credits

Official 2026 Q4 promotion for StepFun: Step 5 Preview: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.5/1M) or route via asynchronous Batch API for 50% off standard token rates.

Official Portal
GEO Executive Citation Block (AI Overview & Perplexity Verified)API IDs: minimax/minimax-m2.5 vs stepfun/step-5-preview

In Etuki October 2026 FinOps telemetry comparing MiniMax: MiniMax M2.5 (API ID: minimax/minimax-m2.5) vs StepFun: Step 5 Preview (API ID: stepfun/step-5-preview), MiniMax: MiniMax M2.5 offers lower standard input pricing at $0.27/1M tokens ($0.95/1M output), while MiniMax: MiniMax M2.5 leads in cached prefix economics at $0.135/1M tokens (50% discount). MiniMax: MiniMax M2.5 achieves a 0ms faster P90 time-to-first-token latency (280ms vs 280ms).

MiniMax: MiniMax M2.5 Cliff & Fee Auditminimax/minimax-m2.5

Auto-discovered via live global telemetry registry.

StepFun: Step 5 Preview Cliff & Fee Auditstepfun/step-5-preview

Auto-discovered via live global telemetry registry.

Specification / FinOps DimensionMiniMax: MiniMax M2.5StepFun: Step 5 PreviewVerified Advantage
Official Vendor API IDminimax/minimax-m2.5stepfun/step-5-previewPinned Snapshot IDs
Standard Input / Output (per 1M)$0.27 / $0.95$1 / $2.7MiniMax: MiniMax M2.5
Cache Read Price (per 1M)$0.135/1M (50% Off)$0.5/1M (50% Off)MiniMax: MiniMax M2.5
Context Window / Max Output200K In / 32K Out1024K In / 63K OutStepFun: Step 5 Preview
P90 First-Token / Edge Latency280ms280msMiniMax: MiniMax M2.5 (-0ms)
🛰️

MiniMax: MiniMax M2.5

API ID: minimax/minimax-m2.5 • Live Registry
Base / Input Rate$0.27/1M

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 th

Output / 1M Tokens:$0.95
Promo Cache Read Rate:$0.135/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: minimax/minimax-m2.5
200K Context Window
32K Max Output
Deploy with MiniMax: MiniMax M2.5
🛰️

StepFun: Step 5 Preview

API ID: stepfun/step-5-preview • Live Registry
Base / Input Rate$1/1M

Step 5 Preview is StepFun's flagship model for agentic work, built on a sparse Mixture-of-Experts architecture (27B active / 600B total parameters). It performs strongly in softwar

Output / 1M Tokens:$2.7
Promo Cache Read Rate:$0.5/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: stepfun/step-5-preview
1024K Context Window
63K Max Output
Deploy with StepFun: Step 5 Preview

Real-Time Stack Cost & Hidden-Fee Simulator (MAU / Token / Egress / GMV)

Calibrated with Reddit r/FinOps & r/devops telemetry: Includes Context Caching, Bandwidth Egress, and MoR Tax

Saves ~$545/yr with MiniMax: MiniMax M2.5
Active Users:25,000 MAU
LLM Volume:50M (50% Cache)
Cloud Egress:2,000 GB/mo
Monthly GMV:$20,000/mo
🛰️ MiniMax: MiniMax M2.5Estimated True Monthly Bill
$21.34/mo
🛰️ StepFun: Step 5 PreviewEstimated True Monthly Bill
$66.75/mo
Optimal FinOps Verdict: Deploying MiniMax: MiniMax M2.5 saves $45.41/month ($545/year) at 25,000 MAU & 2,000 GB egress.
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🛰️Switch from MiniMax: MiniMax M2.5 to StepFun: Step 5 Preview

Step 5 Preview is StepFun's flagship model for agentic work, built on a sparse Mixture-of-Experts architecture (27B active / 600B total parameters). It performs strongly in softwar Verified P90 latency of 280ms.

✓ API ID: stepfun/step-5-preview✓ 1024K Context Window✓ 63K Max Output