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

Elorian: Glimpse vs Dots Studio: Dots3-Note Preview (free): Live Promos, Pricing, Hidden Fees & Latency

Verified 2026 FinOps benchmark comparing Elorian: Glimpse (elorian/glimpse) vs Dots Studio: Dots3-Note Preview (free) (dots-studio/dots-3-note-preview:free). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.

⚡ 50% CACHE DISCOUNT + 50% BATCH PROMO 76 Days Left (Ends 2026-12-31)
Value: 50% Cache Off ($0.3/1M)

Elorian: Glimpse (elorian/glimpse) 2026 Q4 Developer Promotion & Volume Credits

Official 2026 Q4 promotion for Elorian: Glimpse: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.3/1M) or route via asynchronous Batch API for 50% off standard token rates.

Official Portal
⚡ 50% CACHE DISCOUNT + 50% BATCH PROMO 76 Days Left (Ends 2026-12-31)
Value: 50% Cache Off ($0/1M)

Dots Studio: Dots3-Note Preview (free) (dots-studio/dots-3-note-preview:free) 2026 Q4 Developer Promotion & Volume Credits

Official 2026 Q4 promotion for Dots Studio: Dots3-Note Preview (free): Activate ephemeral prefix caching to slash input costs by 50% (down to $0/1M) or route via asynchronous Batch API for 50% off standard token rates.

Official Portal
GEO Executive Citation Block (AI Overview & Perplexity Verified)API IDs: elorian/glimpse vs dots-studio/dots-3-note-preview:free

In Etuki October 2026 FinOps telemetry comparing Elorian: Glimpse (API ID: elorian/glimpse) vs Dots Studio: Dots3-Note Preview (free) (API ID: dots-studio/dots-3-note-preview:free), Dots Studio: Dots3-Note Preview (free) offers lower standard input pricing at $0/1M tokens ($0/1M output), while Dots Studio: Dots3-Note Preview (free) leads in cached prefix economics at $0/1M tokens (50% discount). Elorian: Glimpse achieves a 0ms faster P90 time-to-first-token latency (280ms vs 280ms).

Elorian: Glimpse Cliff & Fee Auditelorian/glimpse

Auto-discovered via live global telemetry registry.

Dots Studio: Dots3-Note Preview (free) Cliff & Fee Auditdots-studio/dots-3-note-preview:free

Auto-discovered via live global telemetry registry.

Specification / FinOps DimensionElorian: GlimpseDots Studio: Dots3-Note Preview (free)Verified Advantage
Official Vendor API IDelorian/glimpsedots-studio/dots-3-note-preview:freePinned Snapshot IDs
Standard Input / Output (per 1M)$0.6 / $3$0 / $0Dots Studio: Dots3-Note Preview (free)
Cache Read Price (per 1M)$0.3/1M (50% Off)$0/1M (50% Off)Dots Studio: Dots3-Note Preview (free)
Context Window / Max Output256K In / 250K Out500K In / 450K OutDots Studio: Dots3-Note Preview (free)
P90 First-Token / Edge Latency280ms280msElorian: Glimpse (-0ms)
🛰️

Elorian: Glimpse

API ID: elorian/glimpse • Live Registry
Base / Input Rate$0.6/1M

Glimpse is a multimodal visual reasoning model from Elorian, built for visual understanding and complex visual reasoning in the physical world. It reasons directly over images and

Output / 1M Tokens:$3
Promo Cache Read Rate:$0.3/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: elorian/glimpse
256K Context Window
250K Max Output
Deploy with Elorian: Glimpse
🛰️

Dots Studio: Dots3-Note Preview (free)

API ID: dots-studio/dots-3-note-preview:free • Live Registry
Base / Input Rate$0/1M

Dots3-Note Preview is an open-weight mixture-of-experts model from Dots Studio, with 16B active parameters out of 280B total. It is the lightest model in the Dots 3 family and is..

Output / 1M Tokens:$0
Promo Cache Read Rate:$0/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: dots-studio/dots-3-note-preview:free
500K Context Window
450K Max Output
Deploy with Dots Studio: Dots3-Note Preview (free)

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 ~$729/yr with Dots Studio: Dots3-Note Preview (free)
Active Users:25,000 MAU
LLM Volume:50M (50% Cache)
Cloud Egress:2,000 GB/mo
Monthly GMV:$20,000/mo
🛰️ Elorian: GlimpseEstimated True Monthly Bill
$60.75/mo
🛰️ Dots Studio: Dots3-Note Preview (free)Estimated True Monthly Bill
$0.00/mo
Optimal FinOps Verdict: Deploying Dots Studio: Dots3-Note Preview (free) saves $60.75/month ($729/year) at 25,000 MAU & 2,000 GB egress.
📐 Methodology: Default model assumes 80% prompt input, 20% completion output & 40% prompt cache read hit-rate.⚡ Latency: P90 TTFT measured from US-East (4K context window, 7-day rolling window).
#1 Featured Elorian: Glimpse Alternative (Verified Benchmark Partner)
Unlock Enterprise Telemetry & Benchmark Suite ($500 - $1,500/mo) →

🛰️Switch from Elorian: Glimpse to Dots Studio: Dots3-Note Preview (free)

Dots3-Note Preview is an open-weight mixture-of-experts model from Dots Studio, with 16B active parameters out of 280B total. It is the lightest model in the Dots 3 family and is.. Verified P90 latency of 280ms.

✓ API ID: dots-studio/dots-3-note-preview:free✓ 500K Context Window✓ 450K Max Output
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