MoE Open-Weight Flagship Battle
Llama 4 Maverick (17B-128E MoE) Saves 30%
Synced 2026-10-19
Llama 4 Maverick (17B-128E MoE) vs DeepSeek V3 (0324) API Cost Calculator
Side-by-side FinOps unit economics audit comparing Llama 4 Maverick (17B-128E MoE) (DeepInfra) against DeepSeek V3 (0324) (DeepInfra). Switching or hybrid-routing 80% of traffic to Llama 4 Maverick (17B-128E MoE) cuts blended token spend by 30% and saves $1,494/mo ($17,928/yr) at 10,000 DAU.
Cost Efficiency Winner
Llama 4 Maverick (17B-128E MoE)
$0.265/1M blended tokens (30% lower than DeepSeek V3 (0324) at $0.378/1M)
10,000 DAU Monthly Delta
$1,494/mo
Saves $17,928/year on 12.6B input + 2.88B output tokens/mo
Throughput & Latency Winner
Llama 4 Maverick (17B-128E MoE)
148 tok/s streaming speed (210ms TTFT)
1. Side-by-Side Token Pricing, Context Window & Speed Matrix
Exact API pricing per 1 Million tokens (Input, Output, and Prompt Cache Read), maximum context window, and real-world streaming throughput.
| FinOps Metric | Llama 4 Maverick (17B-128E MoE) (DeepInfra) | DeepSeek V3 (0324) (DeepInfra) | Arbitrage Advantage |
|---|---|---|---|
| Input Price (per 1M tokens) | $0.19 / 1M | $0.24 / 1M | Llama 4 Maverick (17B-128E MoE) (1.3x cheaper) |
| Output Price (per 1M tokens) | $0.49 / 1M | $0.79 / 1M | Llama 4 Maverick (17B-128E MoE) (1.6x cheaper) |
| Cached Input Read (per 1M) | $0.095 / 1M | $0.07 / 1M | Prompt Cache Hit Discount Ready |
| Blended 3:1 RAG Rate (per 1M) | $0.265 / 1M | $0.378 / 1M | 30% savings with Llama 4 Maverick (17B-128E MoE) |
| Context Window / Max Output | 1.0M (1,048,576) / 16K out | 164K (163,840) / 115K out | Llama 4 Maverick (17B-128E MoE) larger context |
| Streaming Speed & TTFT | 148 tok/s (210ms TTFT) | 92 tok/s (360ms TTFT) | Llama 4 Maverick (17B-128E MoE) faster generation |
| Capabilities (Tools / Vision / Cache) | Tools: Yes · Vision: Yes · Cache: Yes | Tools: Yes · Vision: No · Cache: Yes | JSON Mode: Both Supported |
2. Monthly SaaS Cloud Bill Simulation (1,000 DAU / 10,000 DAU / 50,000 DAU)
Simulated monthly API spend for a production AI SaaS application (12 requests per active user/day, 3,500 input tokens + 800 output tokens per turn, 30 days/month).
| SaaS Scale Tier | Monthly Token Volume | Llama 4 Maverick (17B-128E MoE) Monthly Bill | DeepSeek V3 (0324) Monthly Bill | Monthly Savings (Llama 4 Maverick (17B-128E MoE)) |
|---|---|---|---|---|
| 1,000 DAU (Seed / MVP) | 1.26B in / 288M out | $380.52/mo | $529.92/mo | Save $149.40/mo |
| 10,000 DAU (Growth SaaS) | 12.6B in / 2.88B out | $3,805/mo | $5,299/mo | Save $1,494/mo ($17,928/yr) |
| 50,000 DAU (Enterprise Scale) | 63.0B in / 14.4B out | $19,026/mo | $26,496/mo | Save $7,470/mo |
3. Prompt Caching Savings Math (At 10,000 DAU Workload)
Long system prompts, RAG document context, and multi-turn agent histories qualify for automatic or explicit prompt caching. Here is how cache hit rates change your monthly cloud bill:
| Prompt Cache Hit Rate | Llama 4 Maverick (17B-128E MoE) (Read @ $0.095/1M) | DeepSeek V3 (0324) (Read @ $0.07/1M) | Combined Hybrid Router + 75% Cache |
|---|---|---|---|
| 0% Cache Hit (Cold Prompts) | $3,805/mo | $5,299/mo | $5,000/mo |
| 50% Cache Hit (Standard Chat) | $3,207/mo | $4,228/mo | $3,411/mo |
| 75% Cache Hit (Production Agent/RAG) | $2,907/mo | $3,693/mo | $3,065/mo |
| 90% Cache Hit (Heavy Document Context) | $2,728/mo | $3,371/mo | $2,857/mo |
4. Multi-Provider Host Arbitrage Table
Don't overpay default gateway markups. Compare verified inference hosts for both Llama 4 Maverick (17B-128E MoE) and DeepSeek V3 (0324) sorted by lowest blended cost:
| Model | Inference Host / Gateway | Input / 1M | Output / 1M | Cache Read / 1M | Speed | Deploy / Credits Link |
|---|---|---|---|---|---|---|
| Llama 4 Maverick (17B-128E MoE) | DeepInfra (Lowest Price) Cheapest Host | $0.19 | $0.49 | $0.095 | 148 tok/s | Deploy (Get $50 Free API Credits) → |
| DeepSeek V3 (0324) | DeepInfra (US Zero-Log) | $0.24 | $0.79 | $0.07 | 92 tok/s | Deploy (Get $50 Free API Credits) → |
| Llama 4 Maverick (17B-128E MoE) | Fireworks AI | $0.22 | $0.88 | $0.11 | 175 tok/s | Deploy ($50 Free FireAttention Credits) → |
| Llama 4 Maverick (17B-128E MoE) | Together AI | $0.27 | $0.85 | $0.135 | 160 tok/s | Deploy ($25 Free Inference Credits) → |
| DeepSeek V3 (0324) | DeepSeek Official (Off-Peak 50%) | $0.27 | $1.10 | $0.07 | 65 tok/s | Deploy (US-Hosted Zero-Logging via DeepInfra) → |
| DeepSeek V3 (0324) | Fireworks AI (Turbo) | $0.38 | $0.88 | $0.19 | 135 tok/s | Deploy ($50 Free FireAttention Credits) → |
| DeepSeek V3 (0324) | Together AI | $0.40 | $0.89 | $0.20 | 98 tok/s | Deploy ($25 Free Inference Credits) → |
5. Frequently Asked Questions (Llama 4 Maverick (17B-128E MoE) vs DeepSeek V3 (0324))
Is Llama 4 Maverick (17B-128E MoE) or DeepSeek V3 (0324) cheaper per 1M tokens in production?
Llama 4 Maverick (17B-128E MoE) is 30% cheaper on a blended 3:1 input-to-output production workload ($0.265/1M blended vs $0.378/1M for DeepSeek V3 (0324)). Llama 4 Maverick (17B-128E MoE) charges $0.19/1M input and $0.49/1M output, while DeepSeek V3 (0324) charges $0.24/1M input and $0.79/1M output.
How much does Llama 4 Maverick (17B-128E MoE) vs DeepSeek V3 (0324) cost at 10,000 Daily Active Users (DAU)?
At 10,000 DAU (360,000 requests/day at 3,500 input + 800 output tokens), Llama 4 Maverick (17B-128E MoE) costs $3,805/month uncached ($2,907/mo with 75% prompt cache hits), whereas DeepSeek V3 (0324) costs $5,299/month uncached ($3,693/mo with 75% prompt cache hits). Routing to Llama 4 Maverick (17B-128E MoE) saves $1,494/month ($17,928/year).
How much does Prompt Caching save on Llama 4 Maverick (17B-128E MoE) vs DeepSeek V3 (0324)?
Llama 4 Maverick (17B-128E MoE) offers cached input reads at $0.095/1M tokens, while DeepSeek V3 (0324) offers cached reads at $0.07/1M tokens. At a 75% system-prompt/RAG cache hit rate, Llama 4 Maverick (17B-128E MoE) monthly spend drops from $3,805 to $2,907, and DeepSeek V3 (0324) drops from $5,299 to $3,693.
Which model has faster token generation speed and larger context: Llama 4 Maverick (17B-128E MoE) or DeepSeek V3 (0324)?
Llama 4 Maverick (17B-128E MoE) delivers higher throughput at 148 tokens/sec (TTFT 210ms) compared to 92 tokens/sec. For context window, Llama 4 Maverick (17B-128E MoE) supports 1.0M tokens (1,048,576) while DeepSeek V3 (0324) supports 164K tokens (163,840).
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Llama 4 Maverick (17B-128E MoE) Pricing Calculator
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