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

StepFun: Step 3.5 Flash vs Mistral: Mistral Nemo: Live Promos, Pricing, Hidden Fees & Latency

Verified 2026 FinOps benchmark comparing StepFun: Step 3.5 Flash (stepfun/step-3.5-flash) vs Mistral: Mistral Nemo (mistralai/mistral-nemo). 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 ($0.05/1M)

StepFun: Step 3.5 Flash (stepfun/step-3.5-flash) 2026 Q4 Developer Promotion & Volume Credits

Official 2026 Q4 promotion for StepFun: Step 3.5 Flash: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.05/1M) 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 ($0.0145/1M)

Mistral: Mistral Nemo (mistralai/mistral-nemo) 2026 Q4 Developer Promotion & Volume Credits

Official 2026 Q4 promotion for Mistral: Mistral Nemo: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.0145/1M) or route via asynchronous Batch API for 50% off standard token rates.

Official Portal
GEO Executive Citation Block (AI Overview & Perplexity Verified)API IDs: stepfun/step-3.5-flash vs mistralai/mistral-nemo

In Etuki October 2026 FinOps telemetry comparing StepFun: Step 3.5 Flash (API ID: stepfun/step-3.5-flash) vs Mistral: Mistral Nemo (API ID: mistralai/mistral-nemo), Mistral: Mistral Nemo offers lower standard input pricing at $0.029/1M tokens ($0.03/1M output), while Mistral: Mistral Nemo leads in cached prefix economics at $0.0145/1M tokens (50% discount). StepFun: Step 3.5 Flash achieves a 0ms faster P90 time-to-first-token latency (280ms vs 280ms).

StepFun: Step 3.5 Flash Cliff & Fee Auditstepfun/step-3.5-flash

Auto-discovered via live global telemetry registry.

Mistral: Mistral Nemo Cliff & Fee Auditmistralai/mistral-nemo

Auto-discovered via live global telemetry registry.

Specification / FinOps DimensionStepFun: Step 3.5 FlashMistral: Mistral NemoVerified Advantage
Official Vendor API IDstepfun/step-3.5-flashmistralai/mistral-nemoPinned Snapshot IDs
Standard Input / Output (per 1M)$0.1 / $0.3$0.029 / $0.03Mistral: Mistral Nemo
Cache Read Price (per 1M)$0.05/1M (50% Off)$0.0145/1M (50% Off)Mistral: Mistral Nemo
Context Window / Max Output256K In / 64K Out128K In / 16K OutStepFun: Step 3.5 Flash
P90 First-Token / Edge Latency280ms280msStepFun: Step 3.5 Flash (-0ms)
🛰️

StepFun: Step 3.5 Flash

API ID: stepfun/step-3.5-flash • Live Registry
Base / Input Rate$0.1/1M

Step 3.5 Flash is StepFun's most capable open-source foundation model. Built on a sparse Mixture of Experts (MoE) architecture, it selectively activates only 11B of its 196B parame

Output / 1M Tokens:$0.3
Promo Cache Read Rate:$0.05/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: stepfun/step-3.5-flash
256K Context Window
64K Max Output
Deploy with StepFun: Step 3.5 Flash
🛰️

Mistral: Mistral Nemo

API ID: mistralai/mistral-nemo • Live Registry
Base / Input Rate$0.029/1M

A 12B parameter model with a 128k token context length built by Mistral in collaboration with NVIDIA. The model is multilingual, supporting English, French, German, Spanish, Italia

Output / 1M Tokens:$0.03
Promo Cache Read Rate:$0.0145/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: mistralai/mistral-nemo
128K Context Window
16K Max Output
Deploy with Mistral: Mistral Nemo

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 ~$71/yr with Mistral: Mistral Nemo
Active Users:25,000 MAU
LLM Volume:50M (50% Cache)
Cloud Egress:2,000 GB/mo
Monthly GMV:$20,000/mo
🛰️ StepFun: Step 3.5 FlashEstimated True Monthly Bill
$7.13/mo
🛰️ Mistral: Mistral NemoEstimated True Monthly Bill
$1.21/mo
Optimal FinOps Verdict: Deploying Mistral: Mistral Nemo saves $5.91/month ($71/year) at 25,000 MAU & 2,000 GB egress.
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🛰️Switch from StepFun: Step 3.5 Flash to Mistral: Mistral Nemo

A 12B parameter model with a 128k token context length built by Mistral in collaboration with NVIDIA. The model is multilingual, supporting English, French, German, Spanish, Italia Verified P90 latency of 280ms.

✓ API ID: mistralai/mistral-nemo✓ 128K Context Window✓ 16K Max Output