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

Relace: Relace Search vs Perceptron: Perceptron Mk1: Live Promos, Pricing, Hidden Fees & Latency

Verified 2026 FinOps benchmark comparing Relace: Relace Search (relace/relace-search) vs Perceptron: Perceptron Mk1 (perceptron/perceptron-mk1). 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 ($0.5/1M)

Relace: Relace Search (relace/relace-search) 2026 Q4 Developer Promotion & Volume Credits

Official 2026 Q4 promotion for Relace: Relace Search: 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
⚡ 50% CACHE DISCOUNT + 50% BATCH PROMO 78 Days Left (Ends 2026-12-31)
Value: 50% Cache Off ($0.075/1M)

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

Official 2026 Q4 promotion for Perceptron: Perceptron Mk1: 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
GEO Executive Citation Block (AI Overview & Perplexity Verified)API IDs: relace/relace-search vs perceptron/perceptron-mk1

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

Relace: Relace Search Cliff & Fee Auditrelace/relace-search

Auto-discovered via live global telemetry registry.

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

Auto-discovered via live global telemetry registry.

Specification / FinOps DimensionRelace: Relace SearchPerceptron: Perceptron Mk1Verified Advantage
Official Vendor API IDrelace/relace-searchperceptron/perceptron-mk1Pinned Snapshot IDs
Standard Input / Output (per 1M)$1 / $3$0.15 / $1.5Perceptron: Perceptron Mk1
Cache Read Price (per 1M)$0.5/1M (50% Off)$0.075/1M (50% Off)Perceptron: Perceptron Mk1
Context Window / Max Output250K In / 125K Out32K In / 8K OutRelace: Relace Search
P90 First-Token / Edge Latency280ms280msRelace: Relace Search (-0ms)
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Relace: Relace Search

API ID: relace/relace-search • Live Registry
Base / Input Rate$1/1M

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 pe

Output / 1M Tokens:$3
Promo Cache Read Rate:$0.5/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: relace/relace-search
250K Context Window
125K Max Output
Deploy with Relace: Relace Search
🛰️

Perceptron: Perceptron Mk1

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

Perceptron Mk1 (Mark One) is Perceptron's highest-quality vision-language model for video and embodied reasoning.** It accepts image and video inputs paired with natural language q

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
32K Context Window
8K Max Output
Deploy with Perceptron: Perceptron Mk1

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 ~$538/yr with Perceptron: Perceptron Mk1
Active Users:25,000 MAU
LLM Volume:50M (50% Cache)
Cloud Egress:2,000 GB/mo
Monthly GMV:$20,000/mo
🛰️ Relace: Relace SearchEstimated True Monthly Bill
$71.25/mo
🛰️ Perceptron: Perceptron Mk1Estimated True Monthly Bill
$26.44/mo
Optimal FinOps Verdict: Deploying Perceptron: Perceptron Mk1 saves $44.81/month ($538/year) at 25,000 MAU & 2,000 GB egress.
#1 Featured Relace: Relace Search Alternative (Sponsored Slot)
Outbid or Lock this Category Pin ($500 - $1,500/mo) →

🛰️Switch from Relace: Relace Search to Perceptron: Perceptron Mk1

Perceptron Mk1 (Mark One) is Perceptron's highest-quality vision-language model for video and embodied reasoning.** It accepts image and video inputs paired with natural language q Verified P90 latency of 280ms.

✓ API ID: perceptron/perceptron-mk1✓ 32K Context Window✓ 8K Max Output