Meta: Llama Guard 4 12B vs Elorian: Glimpse: Live Promos, Pricing, Hidden Fees & Latency
Meta: Llama Guard 4 12B (meta-llama/llama-guard-4-12b) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for Meta: Llama Guard 4 12B: Activate ephemeral prefix caching to slash input costs by 50% (down to 0.09/1M) or route via asynchronous Batch API for 50% off standard token rates.
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.
In Etuki October 2026 FinOps telemetry comparing Meta: Llama Guard 4 12B (API ID: meta-llama/llama-guard-4-12b) vs Elorian: Glimpse (API ID: elorian/glimpse), Meta: Llama Guard 4 12B offers lower standard input pricing at $0.18/1M tokens ($0.18/1M output), while Meta: Llama Guard 4 12B leads in cached prefix economics at $0.09/1M tokens (50% discount). Meta: Llama Guard 4 12B 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 | Meta: Llama Guard 4 12B | Elorian: Glimpse | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | meta-llama/llama-guard-4-12b | elorian/glimpse | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $0.18 / $0.18 | $0.6 / $3 | Meta: Llama Guard 4 12B |
| Cache Read Price (per 1M) | $0.09/1M (50% Off) | $0.3/1M (50% Off) | Meta: Llama Guard 4 12B |
| Context Window / Max Output | 160K In / 16K Out | 256K In / 250K Out | Elorian: Glimpse |
| P90 First-Token / Edge Latency | 280ms | 280ms | Meta: Llama Guard 4 12B (-0ms) |
Llama Guard 4 is a Llama 4 Scout-derived multimodal pretrained model, fine-tuned for content safety classification. Similar to previous versions, it can be used to classify content
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
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 Meta: Llama Guard 4 12B to Elorian: Glimpse
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 Verified P90 latency of 280ms.