Elorian: Glimpse vs Moondream: Moondream 3 Preview: Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing Elorian: Glimpse (elorian/glimpse) vs Moondream: Moondream 3 Preview (moondream/moondream3-preview). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
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.
Moondream: Moondream 3 Preview (moondream/moondream3-preview) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for Moondream: Moondream 3 Preview: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.15/1M) or route via asynchronous Batch API for 50% off standard token rates.
In Etuki October 2026 FinOps telemetry comparing Elorian: Glimpse (API ID: elorian/glimpse) vs Moondream: Moondream 3 Preview (API ID: moondream/moondream3-preview), Moondream: Moondream 3 Preview offers lower standard input pricing at $0.3/1M tokens ($2.5/1M output), while Moondream: Moondream 3 Preview leads in cached prefix economics at $0.15/1M tokens (50% discount). Elorian: Glimpse achieves a 0ms faster P90 time-to-first-token latency (280ms vs 280ms).
Auto-discovered via live global telemetry registry.
Auto-discovered via live global telemetry registry.
| Specification / FinOps Dimension | Elorian: Glimpse | Moondream: Moondream 3 Preview | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | elorian/glimpse | moondream/moondream3-preview | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $0.6 / $3 | $0.3 / $2.5 | Moondream: Moondream 3 Preview |
| Cache Read Price (per 1M) | $0.3/1M (50% Off) | $0.15/1M (50% Off) | Moondream: Moondream 3 Preview |
| Context Window / Max Output | 256K In / 250K Out | 31K In / 4K Out | Elorian: Glimpse |
| P90 First-Token / Edge Latency | 280ms | 280ms | Elorian: Glimpse (-0ms) |
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
Moondream 3 Preview is a vision-language model from Moondream with 9B total parameters and 2B active (mixture-of-experts). It handles visual question answering, captioning, OCR, an
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
🛰️Switch from Elorian: Glimpse to Moondream: Moondream 3 Preview
Moondream 3 Preview is a vision-language model from Moondream with 9B total parameters and 2B active (mixture-of-experts). It handles visual question answering, captioning, OCR, an Verified P90 latency of 280ms.