clawdboard_// opus 4.1 statistics>Opus 4.1 Usage Statistics
flagshipReal usage data for Opus 4.1 from 1 developers on clawdboard. Opus 4.1 is the most capable model in Anthropic's Claude family, favored for complex coding tasks that require deep reasoning and extended context. All costs are estimated from token counts and published Anthropic API pricing.
As of August 14, 2026 at 3:55 PM UTC, Opus 4.1 ranks #70 out of 128 tracked AI coding models on clawdboard, accounting for 0% of total community spend. 1 developer has used Opus 4.1, generating $2.35 in estimated API cost and 562.3k tokens (57 input, 6.8k output). The average estimated cost per developer is $2.35 (median: $2.35). Opus 4.1 has been tracked on clawdboard since September 22, 2025. Data is updated hourly from opt-in developer usage logs.Last updated: August 14, 2026 at 3:55 PM UTC · Refreshed hourly · Tracked since September 22, 2025
>Opus 4.1 at a Glance
Aggregate Opus 4.1 usage across all 1 developers who have used this model.
Total Estimated Cost
$2.35
0% of community spend
Total Tokens
562.3k
1% input / 99% output
Developers
1
using Opus 4.1
Model Rank
#70
of 128 tracked models
Detailed breakdown
Avg Cost per Developer
$2.35
median: $2.35
Input Tokens
57
prompt + context
Output Tokens
6.8k
generated responses
Avg Cost per Token
$0.000004
estimated blended rate
>Opus 4.1 Daily Usage Trends
How much are developers spending on Opus 4.1 each day? This chart shows the 7-day moving average of estimated daily cost and active user count. Spikes often correspond to new version releases or pricing changes.
Daily Opus 4.1 Usage
Not enough daily data available yet for trend analysis.
Opus 4.1 Token Breakdown
Developers have consumed 562.3k tokens through Opus 4.1, split between 57 input tokens (prompts, context, files) and 6.8k output tokens (generated code, explanations, edits).
Prompt caching has processed 58.3k cache creation tokens and 497.2k cache read tokens. Cache reads are significantly cheaper per token, reducing the effective cost for developers with repeated context.
The higher output-to-input ratio suggests the model generates more content than it receives, typical for code generation and completion tasks..
How Much Does Opus 4.1 Cost for Coding?
Based on data from 1 developers, the average estimated Opus 4.1 usage cost is $2.35 per developer (all-time). The median is $2.35, reflecting the gap between occasional and heavy Opus 4.1 users.
Opus 4.1 accounts for 0% of total community spend across all 128 tracked models, ranking #70 by estimated cost. As a flagship model, it commands a higher per-token price, which means it can dominate cost share even when other models see more total requests.
These are estimated API-equivalent costs, not actual bills. Most developers use Opus 4.1 through subscription-based tools (Claude Code, OpenCode, Codex CLI) with flat monthly pricing. The estimated cost is useful for comparing usage intensity across models and developers.
>Other Anthropic Models
Compare Opus 4.1 with other Anthropic models tracked on clawdboard.
Opus 4.1 FAQ
Common questions about Opus 4.1 usage, cost, and performance data.
[01]How much does Opus 4.1 cost for coding?
Based on data from 1 developers on clawdboard, the average estimated Opus 4.1 usage cost is $2.35 per developer (all-time). The median is $2.35. These are estimated API-equivalent costs calculated from token counts and published Anthropic pricing — most developers pay flat subscription fees, not per-token billing.
[02]How popular is Opus 4.1 compared to other AI coding models?
Opus 4.1 ranks #70 out of 128 tracked models by total estimated cost, accounting for 0% of all community spend on clawdboard. 1 developers have used Opus 4.1. Higher-tier models often dominate cost share even with fewer users due to higher per-token pricing.
[03]What is Opus 4.1 used for in coding?
Opus 4.1 is the most capable model in Anthropic's Claude family, favored for complex coding tasks that require deep reasoning and extended context. Developers use it through AI coding tools tracked by clawdboard — including Claude Code, OpenCode, and Codex CLI. The token ratio for Opus 4.1 is 1% input / 99% output, indicating how developers interact with the model.
[04]Where does this Opus 4.1 usage data come from?
All data comes from developers who voluntarily track their AI coding usage through clawdboard. The CLI reads local log files from supported tools on each developer's machine and extracts aggregate token counts and model identifiers. No code, prompts, or conversation content is collected — only token counts and estimated costs.
[05]How often is Opus 4.1 data updated?
Individual developers sync their usage every 2 hours by default. The aggregate statistics on this page are recalculated hourly. Opus 4.1 has been tracked on clawdboard since September 22, 2025.
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