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llm_api HEAD-TO-HEAD BENCHMARK•Live Manufacturer Promo & Price Audit

NVIDIA: Nemotron 3 Super vs Qwen: Qwen3 235B A22B Thinking 2507: Live Promos, Pricing, Hidden Fees & Latency

Verified 2026 FinOps benchmark comparing NVIDIA: Nemotron 3 Super (nvidia/nemotron-3-super-120b-a12b) vs Qwen: Qwen3 235B A22B Thinking 2507 (qwen/qwen3-235b-a22b-thinking-2507). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.

⚡ 50% CACHE DISCOUNT + 50% BATCH PROMO 78 Days Left (Ends 2026-12-31)
Value: 50% Cache Off ($0.04/1M)

NVIDIA: Nemotron 3 Super (nvidia/nemotron-3-super-120b-a12b) 2026 Q4 Developer Promotion & Volume Credits

Official 2026 Q4 promotion for NVIDIA: Nemotron 3 Super: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.04/1M) or route via asynchronous Batch API for 50% off standard token rates.

Official Portal
⚡ 50% CACHE DISCOUNT + 50% BATCH PROMO 78 Days Left (Ends 2026-12-31)
Value: 50% Cache Off ($0.225/1M)

Qwen: Qwen3 235B A22B Thinking 2507 (qwen/qwen3-235b-a22b-thinking-2507) 2026 Q4 Developer Promotion & Volume Credits

Official 2026 Q4 promotion for Qwen: Qwen3 235B A22B Thinking 2507: Activate ephemeral prefix caching to slash input costs by 50% (down to $0.225/1M) or route via asynchronous Batch API for 50% off standard token rates.

Official Portal
GEO Executive Citation Block (AI Overview & Perplexity Verified)API IDs: nvidia/nemotron-3-super-120b-a12b vs qwen/qwen3-235b-a22b-thinking-2507

In Etuki October 2026 FinOps telemetry comparing NVIDIA: Nemotron 3 Super (API ID: nvidia/nemotron-3-super-120b-a12b) vs Qwen: Qwen3 235B A22B Thinking 2507 (API ID: qwen/qwen3-235b-a22b-thinking-2507), NVIDIA: Nemotron 3 Super offers lower standard input pricing at $0.08/1M tokens ($0.45/1M output), while NVIDIA: Nemotron 3 Super leads in cached prefix economics at $0.04/1M tokens (50% discount). NVIDIA: Nemotron 3 Super achieves a 0ms faster P90 time-to-first-token latency (280ms vs 280ms).

NVIDIA: Nemotron 3 Super Cliff & Fee Auditnvidia/nemotron-3-super-120b-a12b

Auto-discovered via live global telemetry registry.

Qwen: Qwen3 235B A22B Thinking 2507 Cliff & Fee Auditqwen/qwen3-235b-a22b-thinking-2507

Auto-discovered via live global telemetry registry.

Specification / FinOps DimensionNVIDIA: Nemotron 3 SuperQwen: Qwen3 235B A22B Thinking 2507Verified Advantage
Official Vendor API IDnvidia/nemotron-3-super-120b-a12bqwen/qwen3-235b-a22b-thinking-2507Pinned Snapshot IDs
Standard Input / Output (per 1M)$0.08 / $0.45$0.45 / $3.5NVIDIA: Nemotron 3 Super
Cache Read Price (per 1M)$0.04/1M (50% Off)$0.225/1M (50% Off)NVIDIA: Nemotron 3 Super
Context Window / Max Output256K In / 230K Out125K In / 16K OutNVIDIA: Nemotron 3 Super
P90 First-Token / Edge Latency280ms280msNVIDIA: Nemotron 3 Super (-0ms)
🛰️

NVIDIA: Nemotron 3 Super

API ID: nvidia/nemotron-3-super-120b-a12b • Live Registry
Base / Input Rate$0.08/1M

NVIDIA Nemotron 3 Super is a 120B-parameter open hybrid MoE model, activating just 12B parameters for maximum compute efficiency and accuracy in complex multi-agent applications. B

Output / 1M Tokens:$0.45
Promo Cache Read Rate:$0.04/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: nvidia/nemotron-3-super-120b-a12b
256K Context Window
230K Max Output
Deploy with NVIDIA: Nemotron 3 Super
🛰️

Qwen: Qwen3 235B A22B Thinking 2507

API ID: qwen/qwen3-235b-a22b-thinking-2507 • Live Registry
Base / Input Rate$0.45/1M

Qwen3-235B-A22B-Thinking-2507 is a high-performance, open-weight Mixture-of-Experts (MoE) language model optimized for complex reasoning tasks. It activates 22B of its 235B paramet

Output / 1M Tokens:$3.5
Promo Cache Read Rate:$0.225/1M (50% Off)
Verified P90 Latency:280ms
Key Production Capabilities:
API ID: qwen/qwen3-235b-a22b-thinking-2507
125K Context Window
16K Max Output
Deploy with Qwen: Qwen3 235B A22B Thinking 2507

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

Saves ~$666/yr with NVIDIA: Nemotron 3 Super
Active Users:25,000 MAU
LLM Volume:50M (50% Cache)
Cloud Egress:2,000 GB/mo
Monthly GMV:$20,000/mo
🛰️ NVIDIA: Nemotron 3 SuperEstimated True Monthly Bill
$8.85/mo
🛰️ Qwen: Qwen3 235B A22B Thinking 2507Estimated True Monthly Bill
$64.31/mo
Optimal FinOps Verdict: Deploying NVIDIA: Nemotron 3 Super saves $55.46/month ($666/year) at 25,000 MAU & 2,000 GB egress.
#1 Featured NVIDIA: Nemotron 3 Super Alternative (Sponsored Slot)
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🛰️Switch from NVIDIA: Nemotron 3 Super to Qwen: Qwen3 235B A22B Thinking 2507

Qwen3-235B-A22B-Thinking-2507 is a high-performance, open-weight Mixture-of-Experts (MoE) language model optimized for complex reasoning tasks. It activates 22B of its 235B paramet Verified P90 latency of 280ms.

✓ API ID: qwen/qwen3-235b-a22b-thinking-2507✓ 125K Context Window✓ 16K Max Output