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

Perceptron: Perceptron Mk1.5 vs Qwen: Qwen3.7 Max: Live Promos, Pricing, Hidden Fees & Latency

Verified 2026 FinOps benchmark comparing Perceptron: Perceptron Mk1.5 (perceptron/perceptron-mk1.5) vs Qwen: Qwen3.7 Max (qwen/qwen3.7-max). 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 ($0.075/1M)

Perceptron: Perceptron Mk1.5 (perceptron/perceptron-mk1.5) 2026 Q4 Developer Promotion & Volume Credits

Official 2026 Q4 promotion for Perceptron: Perceptron Mk1.5: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.075/1M) 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 ($0.7375/1M)

Qwen: Qwen3.7 Max (qwen/qwen3.7-max) 2026 Q4 Developer Promotion & Volume Credits

Official 2026 Q4 promotion for Qwen: Qwen3.7 Max: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.7375/1M) or route via asynchronous Batch API for 50% off standard token rates.

Official Portal
GEO Executive Citation Block (AI Overview & Perplexity Verified)API IDs: perceptron/perceptron-mk1.5 vs qwen/qwen3.7-max

In Etuki October 2026 FinOps telemetry comparing Perceptron: Perceptron Mk1.5 (API ID: perceptron/perceptron-mk1.5) vs Qwen: Qwen3.7 Max (API ID: qwen/qwen3.7-max), Perceptron: Perceptron Mk1.5 offers lower standard input pricing at $0.15/1M tokens ($1.5/1M output), while Perceptron: Perceptron Mk1.5 leads in cached prefix economics at $0.075/1M tokens (50% discount). Perceptron: Perceptron Mk1.5 achieves a 0ms faster P90 time-to-first-token latency (280ms vs 280ms).

Perceptron: Perceptron Mk1.5 Cliff & Fee Auditperceptron/perceptron-mk1.5

Auto-discovered via live global telemetry registry.

Qwen: Qwen3.7 Max Cliff & Fee Auditqwen/qwen3.7-max

Auto-discovered via live global telemetry registry.

Specification / FinOps DimensionPerceptron: Perceptron Mk1.5Qwen: Qwen3.7 MaxVerified Advantage
Official Vendor API IDperceptron/perceptron-mk1.5qwen/qwen3.7-maxPinned Snapshot IDs
Standard Input / Output (per 1M)$0.15 / $1.5$1.475 / $4.425Perceptron: Perceptron Mk1.5
Cache Read Price (per 1M)$0.075/1M (50% Off)$0.7375/1M (50% Off)Perceptron: Perceptron Mk1.5
Context Window / Max Output36K In / 8K Out977K In / 128K OutQwen: Qwen3.7 Max
P90 First-Token / Edge Latency280ms280msPerceptron: Perceptron Mk1.5 (-0ms)
🛰️

Perceptron: Perceptron Mk1.5

API ID: perceptron/perceptron-mk1.5 • Live Registry
Base / Input Rate$0.15/1M

Perceptron Mk1.5 is Perceptron's embodied reasoning model for physical agents. It accepts text, image, video, and audio input, and answers with text plus optional structured annota

Output / 1M Tokens:$1.5
Promo Cache Read Rate:$0.075/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: perceptron/perceptron-mk1.5
36K Context Window
8K Max Output
Deploy with Perceptron: Perceptron Mk1.5
🛰️

Qwen: Qwen3.7 Max

API ID: qwen/qwen3.7-max • Live Registry
Base / Input Rate$1.475/1M

Qwen3.7-Max is the flagship model in Alibaba's Qwen3.7 series. It supports text input and output and is designed for agent-centric workloads, with particular strengths in coding, o

Output / 1M Tokens:$4.425
Promo Cache Read Rate:$0.7375/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: qwen/qwen3.7-max
977K Context Window
128K Max Output
Deploy with Qwen: Qwen3.7 Max

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 ~$944/yr with Perceptron: Perceptron Mk1.5
Active Users:25,000 MAU
LLM Volume:50M (50% Cache)
Cloud Egress:2,000 GB/mo
Monthly GMV:$20,000/mo
🛰️ Perceptron: Perceptron Mk1.5Estimated True Monthly Bill
$26.44/mo
🛰️ Qwen: Qwen3.7 MaxEstimated True Monthly Bill
$105.09/mo
Optimal FinOps Verdict: Deploying Perceptron: Perceptron Mk1.5 saves $78.66/month ($944/year) at 25,000 MAU & 2,000 GB egress.
#1 Featured Perceptron: Perceptron Mk1.5 Alternative (Sponsored Slot)
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🛰️Switch from Perceptron: Perceptron Mk1.5 to Qwen: Qwen3.7 Max

Qwen3.7-Max is the flagship model in Alibaba's Qwen3.7 series. It supports text input and output and is designed for agent-centric workloads, with particular strengths in coding, o Verified P90 latency of 280ms.

✓ API ID: qwen/qwen3.7-max✓ 977K Context Window✓ 128K Max Output