AI Model Pricing Monitor

Direct-API and provider pricing for current frontier & value LLMs — USD per 1M tokens.

Data as of 2026-09-30 · generated 2026-11-06 · DeepSeek direct parsed from official docs · Nube / Cheaper Inference / Fireworks / InferX live-fetched · latency/speed from Artificial Analysis
DeepSeek shown at peak rates; off-peak = 50% lower. DeepSeek peak hours: 01:00–04:00 & 06:00–10:00 UTC. Superseded rows are kept, not removed: no row on this table is formally deprecated — Anthropic and OpenAI both still list them Active. Claude Opus 5, Claude Sonnet 5, GPT-5.6 Sol and GPT-5.6 Luna are superseded by Claude Opus 5.5, Claude Sonnet 5.5, GPT-6.1 Sol and GPT-6 Luna. DeepSeek V4 Flash (0731) and V4 Pro are retired — both now route to V4.1 Flash. Xiaomi MiMo-V2.5 is superseded by MiMo-V2.6-Pro / MiMo-V2.6-Flash (released Sep 22, 2026, same pricing); the V2.5 series is deprecated 10:00 Beijing, 21 Oct 2026.
Cheapest input
Qwen3.7-Flash
Alibaba Qwen · $0.03 per 1M in
Cheapest output
Qwen3.7-Flash
Alibaba Qwen · $0.13 per 1M out
Largest context
GPT-5.6 Luna
OpenAI · 1.05M
Core requested
3 models
DeepSeek ×1 + Qwen ×2 · see table peak rates

Comparison table

ModelTierContext Max outBest price ($/M in / out)Notes
DeepSeek V4.1 Flashcore
DeepSeek
cheap 1M 384K $0.0825 / $0.33
via Cheaper Inference · 5 providers
New architecture family (552B MoE, causal encoder–decoder: 8B active input / 16B active output). Native vision, 1M ctx, 384K max out; benchmarks beat V4 Pro. Replaces the retired V4 Flash (0731) and V4 Pro.
Nube-Choice
Nube
cheap 1M 384K $0.286 / $0.858
via Nube · 1 provider
Nube's auto-routing model; currently priced in line with its DeepSeek-V4-Flash route (subject to change as routing shifts).
Qwen3.8-Maxcore
Alibaba Qwen
frontier 1M 131K $1.75 / $5.25
via Cheaper Inference · 2 providers
2.4T MoE (95B active), multimodal. Flagship of Qwen3.8 series.
Qwen3.7-Pluscore
Alibaba Qwen
mid 1M 131K $0.32 / $1.28
via Direct API · 1 provider
Cost-effective workhorse in the Qwen3.7 series.
Qwen3.7-Flash
Alibaba Qwen
cheap 1M 131K $0.03 / $0.13
via Direct API · 1 provider
Qwen's budget text tier, 1M ctx. Cheapest model on the board.
Qwen3.8-Flash
Alibaba Qwen
cheap 1M 131K $0.15 / $0.47
via Direct API · 1 provider
Production API of the open-weights Qwen3.8-Flash-Next (125B/6B-active MoE, 51B N-gram embed, Qwen4-arch preview). 1M ctx; multimodal (image in).
Qwen3.8-27B
Alibaba Cloud (Qwen)
mid 0.262M 262K $0.045 / $0.32
via InferX · 4 providers
Open-weight (Apache-2.0) dense VLM, 262K ctx. Served via Cloudflare/OpenRouter/Vercel.
GPT-5.6 Lunasuperseded
OpenAI
cheap 1.05M 128K $0.08 / $0.48
via Cheaper Inference · 2 providers
OpenAI's cheapest GPT-5.6 tier. Fast, low-cost general model.
GPT-5.6 Terra
OpenAI
mid 1.05M 128K $0.80 / $4.80
via Cheaper Inference · 2 providers
Mid-tier GPT-5.6 (Terra). Balances cost and capability.
Claude Opus 5superseded
Anthropic
frontier 1M 64K $3.25 / $16.25
via Cheaper Inference · 2 providers
Anthropic's frontier reasoning model.
Claude Sonnet 5superseded
Anthropic
mid 1M 128K $1.30 / $6.51
via Cheaper Inference · 2 providers
Balanced mid-tier Claude for agents and tool use. The $2/$10 launch price, originally introductory through Aug 31 2026, is now standard.
GLM-5.3
Zhipu AI
frontier 1M 131K $0.63 / $1.98
via Nube · 3 providers
Zhipu flagship coding/cyber model, 1M ctx.
GLM-5.3-Flash
Zhipu AI
cheap 1M 131K $0.06 / $0.20
via Cheaper Inference · 4 providers
Natively-multimodal (first in GLM-5 series), 320B/18B active, 1M ctx.
MiniMax M3
MiniMax
cheap 1M 524K $0.30 / $1.20
via Direct API · 2 providers
Multimodal foundation model; very cheap per token. 512K max out (128K recommended).
MiMo-V2.6-Pro
Xiaomi
mid 1.05M 131K $0.435 / $0.87
via Direct API · 1 provider
Xiaomi's flagship omni-modal reasoning model (1T total / 42B active). AA Intelligence Index 46 — top open-weights score, above Kimi K3 and Qwen3.8-Max. V2.6 keeps V2.5 pricing.
MiMo-V2.6-Flash
Xiaomi
cheap 1.05M 131K $0.14 / $0.28
via Direct API · 1 provider
Xiaomi's low-cost omni-modal reasoning model; replaces MiMo-V2.5 at the same rate with a 1M ctx. Strong for coding agents and long-context work.
Qwen3.7-Max
Alibaba Qwen
frontier 1M 131K $1.25 / $3.75
via Direct API · 1 provider
Previous Qwen flagship; promotional pricing active.
GPT-5.6 Solsuperseded
OpenAI
frontier 1.05M 128K $2.00 / $10.00
via Cheaper Inference · 2 providers
OpenAI's previous frontier general model.
Kimi K3
Moonshot AI
frontier 1M 131K $1.95 / $9.75
via Nube · 4 providers
Newest Kimi flagship, 1M ctx. 128K max out default (raisable up to ~1M, shared ctx).
Claude Opus 5.5
Anthropic
frontier 1M 128K $4.00 / $20.00
via Direct API · 1 provider
Anthropic's flagship agentic-coding / knowledge-work model. 1M ctx, 128K max out. Cheaper than the Opus 5 it replaces. Cache reads are 5% of input (a deeper discount than Anthropic's standard 10%).
Claude Sonnet 5.5
Anthropic
mid 1M 128K $2.00 / $10.00
via Direct API · 1 provider
Mid-tier Claude successor to Sonnet 5 at the identical rate card, with a newer tokenizer. Same price as GPT-6.1 Sol but a 2x higher cache-read rate.
Claude Fable 5.1
Anthropic
frontier 1M 128K $10.00 / $50.00
via Direct API · 1 provider
For demanding reasoning and long-horizon agentic work. Cache reads are 2.5% of input — the deepest cache discount Anthropic publishes.
GPT-6 Astra
OpenAI
frontier 1.05M 128K $10.00 / $50.00
via Direct API · 1 provider
OpenAI's most capable model, for the hardest end-to-end work. Long-context (>272K input) bills at double these rates.
GPT-6.1 Sol
OpenAI
frontier 1.05M 128K $2.00 / $10.00
via Direct API · 1 provider
"Near-Astra intelligence for a fifth of the price." Keeps GPT-6 Sol's $2/$10 rate card but halves cached input to $0.10 (5% of input) — half of Claude Sonnet 5.5's cache rate. Shipped a week after GPT-6 Sol, which it supersedes. GPT-6.1 Astra was shelved.
GPT-6 Luna
OpenAI
cheap 1.05M 128K $0.10 / $0.50
via Direct API · 1 provider
OpenAI's most efficient model for focused, high-volume tasks. Half the input and output price of GPT-5.6 Luna with a 2x lower cache-read rate.

Cost calculator

ModelVendorEst. monthly costCost / 1M outCache / 1M inTier

The cache-hit discount is applied per channel, using that channel's own published cache-read rate. The Cache / 1M in column shows the rate actually used; a dash means the selected channel publishes no cache-read price for that model, so every input token — cached or not — is billed at the full input rate and the slider will not move that row.

Recommendations

Cheapest across all providers
Qwen3.7-Flash — Direct API $0.03/$0.13

0% below the Alibaba Qwen direct rate of $0.03/$0.13.

Cheapest simple pick
Qwen3.7-Flash — $0.03/$0.13

Direct price — the cheapest input on the board.

Frontier value
Qwen3.8-Max — $2/$6

The value flagship. GLM-5.3 ($1.40/$4.40) is a strong coding/cyber pick; Claude Opus 5 and GPT-5.6 Sol ($5/$25–$30) are the premium ceiling.

Cheapest multimodal
GLM-5.3-Flash — $0.0825/$0.275 on Nube

Z.ai list is $0.15/$0.50 (promo ended Sep 9). MiMo-V2.6-Flash matches the retired MiMo-V2.5 at $0.14/$0.28 with a 1M context.

Best code / agents value
GLM-5.3-Flash — $0.0825/$0.275 on Nube

Paired with GLM-5.3 at $0.63/$1.98 on Nube for the heavier coding and agent workloads.

Largest context
≈1M tokens

DeepSeek V4.1 Flash, Qwen3.8, GPT-5.6 and GLM-5.3 all offer ~1M-token context.

Methodology & sources

Direct = the vendor's own API list price. Provider columns (Nube / Cheaper Inference, plus Fireworks / InferX whenever a vendor posts a rate for that model) = each provider's posted rate. Prices are USD per 1M tokens; DeepSeek shown at peak with cache-hit input pricing — off-peak is 50% lower. Cache-hit (cached-input) rates in the calculator are applied per selected channel, from that channel's own published cache-read price (vendor docs for Direct, each marketplace's catalog otherwise); where a channel publishes none, cached tokens are billed at the full input rate. Cache-write fees, batch pricing and per-vendor cache TTL/minimum-prefix rules are not modelled. Promotional prices are marked. Figures were hand-verified against official docs and provider pricing pages on the generation date. Latency/speed (TTFT, tokens/sec) = median figures from Artificial Analysis, refreshed live on each generation.