Qwen3-235B-A22B-Instruct-2507 vs Mercury 2.5

API pricing, benchmark indices and specs — updated 20 October 2026.

Qwen · A · Open weights
Params
235.1 B
Context
262,144
30d
141 K
apache-2.0 · commercial OK
inception · B · API-only
Input / 1M
$0.04
Output / 1M
$0.15
AA index
12.3
proprietary · 260K context

Specification comparison

Differences are highlighted; identical values are muted.

Specification Qwen3-235B-A22B-Instruct-2507 Mercury 2.5
Deployment Open weights · also via API API-only (closed weights)
Parameters 235.1 B n/a — API-only
Architecture Qwen3MoeForCausalLM n/a — API-only
Context length 262,144 260,000
Licence apache-2.0 Proprietary
Commercial use Allowed Per API terms
Languages — n/a — API-only
Downloads 30d 141,425 n/a — API-only
Downloads all time 1.9 M n/a — API-only
Quantizations on the Hub SAFETENSORS n/a — API-only
Gated No n/a — API-only
First seen on the Hub 2025-07-21 n/a — API-only
API input price / 1M tokens $0.09 $0.04
API output price / 1M tokens $0.55 $0.15
Est. cost per 1M input + 1M output tokens $0.64 $0.19
Cached input / 1M tokens — $0.004
AA Intelligence Index 12 12.3
AA Coding Index — —
AA Agentic Index — —
Max output tokens 16,384 65,536
API providers 5 1
Tool calling Yes Yes
Reasoning mode No Yes

API cost

Estimated cost of 1M input + 1M output tokens via OpenRouter

Qwen3-235B-A22B-Instruct-2507 $0.64
Mercury 2.5 $0.19

Mercury 2.5 is 3.4× cheaper at list price.

VRAM side by side

On RTX 4090 · 24 GB · 8K context unless noted

Qwen3-235B-A22B-Instruct-2507 · fp16 @ 256K ctx 1,646.2 GB / 24 GB
❌ Won’t fit

Adjacent comparisons