Naver HyperCLOVA Hc X 004 vs IBM Granite Granite Vision 3.2 2B: Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing Naver HyperCLOVA Hc X 004 (naver/hc-x-004) vs IBM Granite Granite Vision 3.2 2B (ibm-granite/granite-vision-3.2-2b). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
Naver HyperCLOVA Hc X 004 (naver/hc-x-004) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for Naver HyperCLOVA Hc X 004: Activate ephemeral prefix caching to slash input costs by 90% (down to 0.04/1M) or route via asynchronous Batch API for 50% off standard token rates.
IBM Granite Granite Vision 3.2 2B (ibm-granite/granite-vision-3.2-2b) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for IBM Granite Granite Vision 3.2 2B: Activate ephemeral prefix caching to slash input costs by 90% (down to 0.004/1M) or route via asynchronous Batch API for 50% off standard token rates.
In Etuki October 2026 FinOps telemetry comparing Naver HyperCLOVA Hc X 004 (API ID: naver/hc-x-004) vs IBM Granite Granite Vision 3.2 2B (API ID: ibm-granite/granite-vision-3.2-2b), IBM Granite Granite Vision 3.2 2B offers lower standard input pricing at $0.04/1M tokens ($0.12/1M output), while IBM Granite Granite Vision 3.2 2B leads in cached prefix economics at $0.004/1M tokens (90% discount). Naver HyperCLOVA Hc X 004 achieves a 0ms faster P90 time-to-first-token latency (195ms vs 195ms).
Gateway-synced rate ($0.4/$1.2 per 1M, flat 128K window). Verify upstream provider cache TTL and regional routing before high-volume batch runs.
Gateway-synced rate ($0.04/$0.12 per 1M, flat 64K window). Verify upstream provider cache TTL and regional routing before high-volume batch runs.
| Specification / FinOps Dimension | Naver HyperCLOVA Hc X 004 | IBM Granite Granite Vision 3.2 2B | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | naver/hc-x-004 | ibm-granite/granite-vision-3.2-2b | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $0.4 / $1.2 | $0.04 / $0.12 | IBM Granite Granite Vision 3.2 2B |
| Cache Read Price (per 1M) | $0.04/1M (90% Off) | $0.004/1M (90% Off) | IBM Granite Granite Vision 3.2 2B |
| Context Window / Max Output | 128K In / 64K Out | 64K In / 64K Out | Naver HyperCLOVA Hc X 004 |
| P90 First-Token / Edge Latency | 195ms | 195ms | Naver HyperCLOVA Hc X 004 (-0ms) |
Naver HyperCLOVA Hc X 004 (naver/hc-x-004): OpenRouter gateway-synced model at $0.4/1M input, $1.2/1M output, $0.04/1M cached input (128K context window).
IBM Granite Granite Vision 3.2 2B (ibm-granite/granite-vision-3.2-2b): OpenRouter gateway-synced model at $0.04/1M input, $0.12/1M output, $0.004/1M cached input (64K context window).
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 Naver HyperCLOVA Hc X 004 to IBM Granite Granite Vision 3.2 2B
IBM Granite Granite Vision 3.2 2B (ibm-granite/granite-vision-3.2-2b): OpenRouter gateway-synced model at $0.04/1M input, $0.12/1M output, $0.004/1M cached input (64K context window). Verified P90 latency of 195ms.