Alpindale Goliath 120B vs Alibaba Qwen Qwen3 Coder 30B A3B Instruct: Live Promos, Pricing, Hidden Fees & Latency
Verified 2026 FinOps benchmark comparing Alpindale Goliath 120B (alpindale/goliath-120b) vs Alibaba Qwen Qwen3 Coder 30B A3B Instruct (qwen/qwen3-coder-30b-a3b-instruct). Simulate cache read multipliers, context cliffs, MAU bills, and P90 latency.
Alpindale Goliath 120B (alpindale/goliath-120b) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for Alpindale Goliath 120B: Activate ephemeral prefix caching to slash input costs by 90% (down to 0.06/1M) or route via asynchronous Batch API for 50% off standard token rates.
Alibaba Qwen Qwen3 Coder 30B A3B Instruct (qwen/qwen3-coder-30b-a3b-instruct) 2026 Q4 Developer Promotion & Volume Credits
Official 2026 Q4 promotion for Alibaba Qwen Qwen3 Coder 30B A3B Instruct: Activate ephemeral prefix caching to slash input costs by 90% (down to 0.007/1M) or route via asynchronous Batch API for 50% off standard token rates.
In Etuki October 2026 FinOps telemetry comparing Alpindale Goliath 120B (API ID: alpindale/goliath-120b) vs Alibaba Qwen Qwen3 Coder 30B A3B Instruct (API ID: qwen/qwen3-coder-30b-a3b-instruct), Alibaba Qwen Qwen3 Coder 30B A3B Instruct offers lower standard input pricing at $0.07/1M tokens ($0.28/1M output), while Alibaba Qwen Qwen3 Coder 30B A3B Instruct leads in cached prefix economics at $0.007/1M tokens (90% discount). Alpindale Goliath 120B achieves a 0ms faster P90 time-to-first-token latency (195ms vs 195ms).
Gateway-synced rate ($0.6/$1.2 per 1M, flat 32K window). Verify upstream provider cache TTL and regional routing before high-volume batch runs.
Gateway-synced rate ($0.07/$0.28 per 1M, flat 262K window). Verify upstream provider cache TTL and regional routing before high-volume batch runs.
| Specification / FinOps Dimension | Alpindale Goliath 120B | Alibaba Qwen Qwen3 Coder 30B A3B Instruct | Verified Advantage |
|---|---|---|---|
| Official Vendor API ID | alpindale/goliath-120b | qwen/qwen3-coder-30b-a3b-instruct | Pinned Snapshot IDs |
| Standard Input / Output (per 1M) | $0.6 / $1.2 | $0.07 / $0.28 | Alibaba Qwen Qwen3 Coder 30B A3B Instruct |
| Cache Read Price (per 1M) | $0.06/1M (90% Off) | $0.007/1M (90% Off) | Alibaba Qwen Qwen3 Coder 30B A3B Instruct |
| Context Window / Max Output | 32K In / 64K Out | 262K In / 64K Out | Alpindale Goliath 120B |
| P90 First-Token / Edge Latency | 195ms | 195ms | Alpindale Goliath 120B (-0ms) |
Alpindale Goliath 120B (alpindale/goliath-120b): OpenRouter gateway-synced model at $0.6/1M input, $1.2/1M output, $0.06/1M cached input (32K context window).
Alibaba Qwen Qwen3 Coder 30B A3B Instruct
API ID: qwen/qwen3-coder-30b-a3b-instruct • OpenRouter SyncedAlibaba Qwen Qwen3 Coder 30B A3B Instruct (qwen/qwen3-coder-30b-a3b-instruct): OpenRouter gateway-synced model at $0.07/1M input, $0.28/1M output, $0.007/1M cached input (262K 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 Alpindale Goliath 120B to Alibaba Qwen Qwen3 Coder 30B A3B Instruct
Alibaba Qwen Qwen3 Coder 30B A3B Instruct (qwen/qwen3-coder-30b-a3b-instruct): OpenRouter gateway-synced model at $0.07/1M input, $0.28/1M output, $0.007/1M cached input (262K context window). Verified P90 latency of 195ms.