TII Falcon Falcon 180B Chat vs DeepSeek Deepseek Prover V2: Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing TII Falcon Falcon 180B Chat (tiiuae/falcon-180b-chat) vs DeepSeek Deepseek Prover V2 (deepseek/deepseek-prover-v2). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
TII Falcon Falcon 180B Chat (tiiuae/falcon-180b-chat) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for TII Falcon Falcon 180B Chat: Activate ephemeral prefix caching to slash input costs by 90% (down to 0.08/1M) or route via asynchronous Batch API for 50% off standard token rates.
DeepSeek Deepseek Prover V2 (deepseek/deepseek-prover-v2) — Automatic Disk KV Cache (0.05/1M) & Off-Peak Promo
DeepSeek-V4 Pro (1.6T MoE) automatically caches repeated 64-token prompt prefixes on NVMe storage at $0.022/1M off-peak input tokens (vs $0.66 off-peak base) with zero code changes required, plus off-peak UTC scheduling discounts.
In Etuki October 2026 FinOps telemetry comparing TII Falcon Falcon 180B Chat (API ID: tiiuae/falcon-180b-chat) vs DeepSeek Deepseek Prover V2 (API ID: deepseek/deepseek-prover-v2), DeepSeek Deepseek Prover V2 offers lower standard input pricing at $0.5/1M tokens ($1.5/1M output), while DeepSeek Deepseek Prover V2 leads in cached prefix economics at $0.05/1M tokens (90% discount). TII Falcon Falcon 180B Chat achieves a 0ms faster P90 time-to-first-token latency (195ms vs 195ms).
Gateway-synced rate ($0.8/$1.6 per 1M, flat 32K window). Verify upstream provider cache TTL and regional routing before high-volume batch runs.
Gateway-synced rate ($0.5/$1.5 per 1M, flat 128K window). Verify upstream provider cache TTL and regional routing before high-volume batch runs.
| Specification / FinOps Dimension | TII Falcon Falcon 180B Chat | DeepSeek Deepseek Prover V2 | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | tiiuae/falcon-180b-chat | deepseek/deepseek-prover-v2 | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $0.8 / $1.6 | $0.5 / $1.5 | DeepSeek Deepseek Prover V2 |
| Cache Read Price (per 1M) | $0.08/1M (90% Off) | $0.05/1M (90% Off) | DeepSeek Deepseek Prover V2 |
| Context Window / Max Output | 32K In / 64K Out | 128K In / 64K Out | TII Falcon Falcon 180B Chat |
| P90 First-Token / Edge Latency | 195ms | 195ms | TII Falcon Falcon 180B Chat (-0ms) |
TII Falcon Falcon 180B Chat (tiiuae/falcon-180b-chat): OpenRouter gateway-synced model at $0.8/1M input, $1.6/1M output, $0.08/1M cached input (32K context window).
DeepSeek Deepseek Prover V2 (deepseek/deepseek-prover-v2): OpenRouter gateway-synced model at $0.5/1M input, $1.5/1M output, $0.05/1M cached input (128K 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 TII Falcon Falcon 180B Chat to DeepSeek Deepseek Prover V2
DeepSeek Deepseek Prover V2 (deepseek/deepseek-prover-v2): OpenRouter gateway-synced model at $0.5/1M input, $1.5/1M output, $0.05/1M cached input (128K context window). Verified P90 latency of 195ms.