Meta Llama Codellama 34B Instruct vs DeepSeek-V4 Flash: Live Promos, Pricing, Hidden Fees & Latency
Meta Llama Codellama 34B Instruct (meta-llama/codellama-34b-instruct) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for Meta Llama Codellama 34B Instruct: Activate ephemeral prefix caching to slash input costs by 90% (down to 0.012/1M) or route via asynchronous Batch API for 50% off standard token rates.
DeepSeek-V4 Flash (deepseek-v4.1-flash-1017) — Automatic Disk KV Cache (0.003/1M) & 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 Meta Llama Codellama 34B Instruct (API ID: meta-llama/codellama-34b-instruct) vs DeepSeek-V4 Flash (API ID: deepseek-v4.1-flash-1017), Meta Llama Codellama 34B Instruct offers lower standard input pricing at $0.12/1M tokens ($0.24/1M output), while DeepSeek-V4 Flash leads in cached prefix economics at $0.003/1M tokens (98% discount). DeepSeek-V4 Flash achieves a 80ms faster P90 time-to-first-token latency (115ms vs 195ms).
Gateway-synced rate ($0.12/$0.24 per 1M, flat 64K window). Verify upstream provider cache TTL and regional routing before high-volume batch runs.
Off-Peak: $0.15/$0.60 ($0.003 cache); Weekday UTC Peak: $0.30/$1.20 ($0.006 cache). Search/Fetch API ($0.75/1K) begins billing 2026-10-31T16:00:00Z (Nov 1 00:00 Beijing).
| Specification / FinOps Dimension | Meta Llama Codellama 34B Instruct | DeepSeek-V4 Flash | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | meta-llama/codellama-34b-instruct | deepseek-v4.1-flash-1017 | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $0.12 / $0.24 | $0.15 / $0.6 | Meta Llama Codellama 34B Instruct |
| Cache Read Price (per 1M) | $0.012/1M (90% Off) | $0.003/1M (98% Off) | DeepSeek-V4 Flash |
| Context Window / Max Output | 64K In / 64K Out | 128K In / 64K Out | Meta Llama Codellama 34B Instruct |
| P90 First-Token / Edge Latency | 195ms | 115ms | DeepSeek-V4 Flash (-80ms) |
Meta Llama Codellama 34B Instruct (meta-llama/codellama-34b-instruct): OpenRouter gateway-synced model at $0.12/1M input, $0.24/1M output, $0.012/1M cached input (64K context window).
DeepSeek-V4.1-Flash-1017 high-speed coding & triage model: Off-Peak $0.15/$0.60 ($0.003/1M KV cache hit, 98% off); Peak $0.30/$1.20 ($0.006 cache).
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 Codellama 34B Instruct to DeepSeek-V4 Flash
DeepSeek-V4.1-Flash-1017 high-speed coding & triage model: Off-Peak $0.15/$0.60 ($0.003/1M KV cache hit, 98% off); Peak $0.30/$1.20 ($0.006 cache). Verified P90 latency of 115ms.