Claude Sonnet 4

AnthropicKey claude-sonnet-4Also reported as claude-sonnet-4-20250514, anthropic/claude-sonnet-4, claude sonnet 4

Rank
#72
by active users
Active users
215
All time
Adoption
8.8%
of 2,456 accounts
Tokens
8.3B
cache included
Est. cost
$6.3K
at public list prices
First seen
Jun 2, 2025
in any submission

Oct 10, 2024 – Nov 12, 2026 (UTC)2,456 accounts100% of tokens from an identified modelData through Nov 12, 2026, 07:08 UTCHow we count

Daily active users

Distinct accounts that used this model on each UTC day.

0 active users on Nov 12, 2026

Daily active users for Claude Sonnet 4, Oct 10, 2024 to Nov 12, 2026. Peak 15. Use the left and right arrow keys to read each day.1580
Show daily values
Daily active users and tokens for Claude Sonnet 4
Date (UTC)Active usersTokens
Oct 10, 202400
Oct 11, 202400
Oct 12, 202400
Oct 13, 202400
Oct 14, 202400
Oct 15, 202400
Oct 16, 202400
Oct 17, 202400
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Oct 27, 202400
Oct 28, 202400
Oct 29, 202400
Oct 30, 202400
Oct 31, 202400
Nov 1, 202400
Nov 2, 202400
Nov 3, 202400
Nov 4, 202400
Nov 5, 202400
Nov 6, 202400
Nov 7, 202400
Nov 8, 202400
Nov 9, 202400
Nov 10, 202400
Nov 11, 202400
Nov 12, 202400
Nov 13, 202400
Nov 14, 202400
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Nov 17, 202400
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Nov 24, 202400
Nov 25, 202400
Nov 26, 202400
Nov 27, 202400
Nov 28, 202400
Nov 29, 202400
Nov 30, 202400
Dec 1, 202400
Dec 2, 202400
Dec 3, 202400
Dec 4, 202400
Dec 5, 202400
Dec 6, 202400
Dec 7, 202400
Dec 8, 202400
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Dec 24, 202400
Dec 25, 202400
Dec 26, 202400
Dec 27, 202400
Dec 28, 202400
Dec 29, 202400
Dec 30, 202400
Dec 31, 202400
Jan 1, 202500
Jan 2, 202500
Jan 3, 202500
Jan 4, 202500
Jan 5, 202500
Jan 6, 202500
Jan 7, 202500
Jan 8, 202500
Jan 9, 202500
Jan 10, 202500
Jan 11, 202500
Jan 12, 202500
Jan 13, 202500
Jan 14, 202500
Jan 15, 202500
Jan 16, 202500
Jan 17, 202500
Jan 18, 202500
Jan 19, 202500
Jan 20, 202500
Jan 21, 202500
Jan 22, 202500
Jan 23, 202500
Jan 24, 202500
Jan 25, 202500
Jan 26, 202500
Jan 27, 202500
Jan 28, 202500
Jan 29, 202500
Jan 30, 202500
Jan 31, 202500
Feb 1, 202500
Feb 2, 202500
Feb 3, 202500
Feb 4, 202500
Feb 5, 202500
Feb 6, 202500
Feb 7, 202500
Feb 8, 202500
Feb 9, 202500
Feb 10, 202500
Feb 11, 202500
Feb 12, 202500
Feb 13, 202500
Feb 14, 202500
Feb 15, 202500
Feb 16, 202500
Feb 17, 202500
Feb 18, 202500
Feb 19, 202500
Feb 20, 202500
Feb 21, 202500
Feb 22, 202500
Feb 23, 202500
Feb 24, 202500
Feb 25, 202500
Feb 26, 202500
Feb 27, 202500
Feb 28, 202500
Mar 1, 202500
Mar 2, 202500
Mar 3, 202500
Mar 4, 202500
Mar 5, 202500
Mar 6, 202500
Mar 7, 202500
Mar 8, 202500
Mar 9, 202500
Mar 10, 202500
Mar 11, 202500
Mar 12, 202500
Mar 13, 202500
Mar 14, 202500
Mar 15, 202500
Mar 16, 202500
Mar 17, 202500
Mar 18, 202500
Mar 19, 202500
Mar 20, 202500
Mar 21, 202500
Mar 22, 202500
Mar 23, 202500
Mar 24, 202500
Mar 25, 202500
Mar 26, 202500
Mar 27, 202500
Mar 28, 202500
Mar 29, 202500
Mar 30, 202500
Mar 31, 202500
Apr 1, 202500
Apr 2, 202500
Apr 3, 202500
Apr 4, 202500
Apr 5, 202500
Apr 6, 202500
Apr 7, 202500
Apr 8, 202500
Apr 9, 202500
Apr 10, 202500
Apr 11, 202500
Apr 12, 202500
Apr 13, 202500
Apr 14, 202500
Apr 15, 202500
Apr 16, 202500
Apr 17, 202500
Apr 18, 202500
Apr 19, 202500
Apr 20, 202500
Apr 21, 202500
Apr 22, 202500
Apr 23, 202500
Apr 24, 202500
Apr 25, 202500
Apr 26, 202500
Apr 27, 202500
Apr 28, 202500
Apr 29, 202500
Apr 30, 202500
May 1, 202500
May 2, 202500
May 3, 202500
May 4, 202500
May 5, 202500
May 6, 202500
May 7, 202500
May 8, 202500
May 9, 202500
May 10, 202500
May 11, 202500
May 12, 202500
May 13, 202500
May 14, 202500
May 15, 202500
May 16, 202500
May 17, 202500
May 18, 202500
May 19, 202500
May 20, 202500
May 21, 202500
May 22, 202500
May 23, 202500
May 24, 202500
May 25, 202500
May 26, 202500
May 27, 202500
May 28, 202500
May 29, 202500
May 30, 202500
May 31, 202500
Jun 1, 202500
Jun 2, 202511.5M
Jun 3, 202500
Jun 4, 202500
Jun 5, 202525.6M
Jun 6, 20251567K
Jun 7, 202500
Jun 8, 202500
Jun 9, 202511.5M
Jun 10, 202517.5M
Jun 11, 20251803K
Jun 12, 202511.1M
Jun 13, 2025180K
Jun 14, 202500
Jun 15, 202500
Jun 16, 202500
Jun 17, 202500
Jun 18, 202511M
Jun 19, 20251557K
Jun 20, 202511.9M
Jun 21, 202500
Jun 22, 202500
Jun 23, 202511.9M
Jun 24, 202500
Jun 25, 202500
Jun 26, 202569.8M
Jun 27, 202533.1M
Jun 28, 202531.8M
Jun 29, 20251501K
Jun 30, 202521.5M
Jul 1, 202532.6M
Jul 2, 202543.5M
Jul 3, 202541.3M
Jul 4, 20252589K
Jul 5, 202531.1M
Jul 6, 202500
Jul 7, 202531.6M
Jul 8, 202542.8M
Jul 9, 202542.8M
Jul 10, 202519.8K
Jul 11, 202500
Jul 12, 2025317.7M
Jul 13, 2025684.7M
Jul 14, 2025756.9M
Jul 15, 202541M
Jul 16, 202544.1M
Jul 17, 202533.6M
Jul 18, 202523.7M
Jul 19, 2025412.7M
Jul 20, 2025514M
Jul 21, 20258193.8M
Jul 22, 20258137.1M
Jul 23, 2025574.6M
Jul 24, 2025985M
Jul 25, 202523.3M
Jul 26, 20252521K
Jul 27, 20253781K
Jul 28, 2025410.1M
Jul 29, 2025220.2M
Jul 30, 2025419.2M
Jul 31, 2025538M
Aug 1, 2025721.4M
Aug 2, 202555.4M
Aug 3, 2025741.9M
Aug 4, 2025811M
Aug 5, 202524.3M
Aug 6, 2025730.4M
Aug 7, 20251262.4M
Aug 8, 2025517M
Aug 9, 2025224.6M
Aug 10, 2025553.8M
Aug 11, 2025732.8M
Aug 12, 20256268.6M
Aug 13, 20256160.9M
Aug 14, 20257143M
Aug 15, 20258151.9M
Aug 16, 2025763.4M
Aug 17, 20257211.3M
Aug 18, 2025779.4M
Aug 19, 20251193.3M
Aug 20, 2025928.1M
Aug 21, 20251039.1M
Aug 22, 20251137.1M
Aug 23, 2025949.8M
Aug 24, 20251137M
Aug 25, 20251236.7M
Aug 26, 20251047.8M
Aug 27, 2025126M
Aug 28, 20251312.6M
Aug 29, 202583.9M
Aug 30, 2025516.8M
Aug 31, 2025716M
Sep 1, 2025108.8M
Sep 2, 2025119.4M
Sep 3, 20251422.2M
Sep 4, 20251540M
Sep 5, 20251444.8M
Sep 6, 2025630.9M
Sep 7, 2025921.5M
Sep 8, 202586.2M
Sep 9, 2025411.9M
Sep 10, 2025817.2M
Sep 11, 202577.2M
Sep 12, 2025621.3M
Sep 13, 20255946K
Sep 14, 202552.9M
Sep 15, 2025419.7M
Sep 16, 2025777.6M
Sep 17, 20251287.8M
Sep 18, 202512113.7M
Sep 19, 2025780M
Sep 20, 202559.1M
Sep 21, 20251240.2M
Sep 22, 20251040.3M
Sep 23, 20251250.7M
Sep 24, 20251152.9M
Sep 25, 20251026.8M
Sep 26, 20251266.9M
Sep 27, 2025630.8M
Sep 28, 202510118.1M
Sep 29, 202514101.9M
Sep 30, 20258101.6M
Oct 1, 2025612.6M
Oct 2, 2025563.8M
Oct 3, 2025561.9M
Oct 4, 2025521.6M
Oct 5, 2025246M
Oct 6, 2025563.6M
Oct 7, 2025634.7M
Oct 8, 2025629.8M
Oct 9, 2025418.7M
Oct 10, 2025418.8M
Oct 11, 20252695K
Oct 12, 202528.2M
Oct 13, 2025448.8M
Oct 14, 2025191.4K
Oct 15, 2025415.6M
Oct 16, 2025315M
Oct 17, 20251773K
Oct 18, 202500
Oct 19, 20252607K
Oct 20, 202500
Oct 21, 2025542.9M
Oct 22, 2025429.7M
Oct 23, 2025417.1M
Oct 24, 202521.8M
Oct 25, 202500
Oct 26, 202500
Oct 27, 2025315.9M
Oct 28, 20252423K
Oct 29, 20251260K
Oct 30, 2025547.5M
Oct 31, 2025442.6M
Nov 1, 2025530.1M
Nov 2, 202528.5M
Nov 3, 202512.6M
Nov 4, 202545.4M
Nov 5, 202531.3M
Nov 6, 2025435.9M
Nov 7, 202539.1M
Nov 8, 20251382K
Nov 9, 20251164K
Nov 10, 202500
Nov 11, 202538.6M
Nov 12, 202521.8M
Nov 13, 202521.6M
Nov 14, 20252320K
Nov 15, 2025112.4K
Nov 16, 20251551K
Nov 17, 20251226K
Nov 18, 20251839K
Nov 19, 202521.1M
Nov 20, 20251104K
Nov 21, 202521.3M
Nov 22, 202500
Nov 23, 202500
Nov 24, 202521.2M
Nov 25, 202511.6M
Nov 26, 202500
Nov 27, 202528.1M
Nov 28, 202500
Nov 29, 20251409K
Nov 30, 20251262K
Dec 1, 20251283K
Dec 2, 2025313.3M
Dec 3, 202531.8M
Dec 4, 202539.7M
Dec 5, 202522.2M
Dec 6, 202538.2M
Dec 7, 20251471K
Dec 8, 202513.3M
Dec 9, 202500
Dec 10, 202522.6M
Dec 11, 2025482.3M
Dec 12, 2025112.2K
Dec 13, 202522.3M
Dec 14, 202500
Dec 15, 2025334.2M
Dec 16, 2025216.4M
Dec 17, 2025413.5M
Dec 18, 2025238.4M
Dec 19, 202500
Dec 20, 202500
Dec 21, 20251102K
Dec 22, 202537.8M
Dec 23, 202515.5M
Dec 24, 202528.2M
Dec 25, 2025110.6M
Dec 26, 20252145K
Dec 27, 202521.1M
Dec 28, 20251640K
Dec 29, 202533.2M
Dec 30, 202513.1M
Dec 31, 20251214K
Jan 1, 2026147.4K
Jan 2, 20262466K
Jan 3, 202613.1M
Jan 4, 20261104K
Jan 5, 2026111.7K
Jan 6, 2026117.7K
Jan 7, 20262372K
Jan 8, 2026214.6M
Jan 9, 202623.7M
Jan 10, 2026112.1M
Jan 11, 202623.3M
Jan 12, 202654.2M
Jan 13, 202621.7M
Jan 14, 20262305K
Jan 15, 202600
Jan 16, 2026113.1M
Jan 17, 202600
Jan 18, 202600
Jan 19, 202600
Jan 20, 202612.3M
Jan 21, 20262516K
Jan 22, 202600
Jan 23, 202616.6M
Jan 24, 202619.5M
Jan 25, 202600
Jan 26, 20261468K
Jan 27, 202612.7M
Jan 28, 202621.6M
Jan 29, 2026130K
Jan 30, 202612.6M
Jan 31, 2026177.9K
Feb 1, 202628.4M
Feb 2, 2026641.6M
Feb 3, 2026457.9M
Feb 4, 2026424.9M
Feb 5, 20263651K
Feb 6, 20262510K
Feb 7, 202632.6M
Feb 8, 202600
Feb 9, 2026211M
Feb 10, 2026210.2M
Feb 11, 20262664K
Feb 12, 2026122.3K
Feb 13, 202600
Feb 14, 202600
Feb 15, 202600
Feb 16, 2026260.3M
Feb 17, 20262100.7M
Feb 18, 2026251.3M
Feb 19, 2026221.2M
Feb 20, 2026281.9M
Feb 21, 2026126.1M
Feb 22, 202600
Feb 23, 202600
Feb 24, 202600
Feb 25, 202612M
Feb 26, 202600
Feb 27, 2026110.2M
Feb 28, 2026196.3K
Mar 1, 202600
Mar 2, 202600
Mar 3, 202611.7M
Mar 4, 202600
Mar 5, 2026168.4K
Mar 6, 2026443.4M
Mar 7, 2026231.3M
Mar 8, 2026154.5M
Mar 9, 2026414M
Mar 10, 2026110.2M
Mar 11, 2026630.2M
Mar 12, 20262118K
Mar 13, 2026299.5M
Mar 14, 202636.8M
Mar 15, 202644.5M
Mar 16, 202624.6M
Mar 17, 20262708K
Mar 18, 2026211.9M
Mar 19, 2026522.2M
Mar 20, 2026421.7M
Mar 21, 2026512M
Mar 22, 2026458.3M
Mar 23, 2026332.7M
Mar 24, 202644.8M
Mar 25, 202637.7M
Mar 26, 2026596.6M
Mar 27, 2026678.8M
Mar 28, 2026317.8M
Mar 29, 2026327.4M
Mar 30, 20263109.9M
Mar 31, 20263244.2M
Apr 1, 202628.6M
Apr 2, 2026315.2M
Apr 3, 202649.8M
Apr 4, 2026412.6M
Apr 5, 202621.5M
Apr 6, 2026329M
Apr 7, 202628M
Apr 8, 2026451.3M
Apr 9, 20263255.5M
Apr 10, 20264105.8M
Apr 11, 2026266.2M
Apr 12, 2026326.8M
Apr 13, 2026212M
Apr 14, 20263146.4M
Apr 15, 2026222.5M
Apr 16, 2026317.1M
Apr 17, 2026314.2M
Apr 18, 202635.2M
Apr 19, 2026316.7M
Apr 20, 2026311.1M
Apr 21, 20262262K
Apr 22, 202631.1M
Apr 23, 202637.9M
Apr 24, 2026131.7K
Apr 25, 20263487K
Apr 26, 2026412.1M
Apr 27, 202646.7M
Apr 28, 202633.8M
Apr 29, 202622.1M
Apr 30, 202618.6M
May 1, 202623.1M
May 2, 202622.2M
May 3, 202642.4M
May 4, 20263952K
May 5, 202621.8M
May 6, 20263102K
May 7, 2026264.4K
May 8, 2026243K
May 9, 202612M
May 10, 202613.8M
May 11, 2026312.8M
May 12, 202648.1M
May 13, 202649.7M
May 14, 202629.4M
May 15, 2026698M
May 16, 2026213.6M
May 17, 2026329.1M
May 18, 2026365.6M
May 19, 20263114.5M
May 20, 2026446.5M
May 21, 2026444.4M
May 22, 202636.1M
May 23, 2026231.6M
May 24, 2026331.2M
May 25, 2026218.4M
May 26, 2026220.2M
May 27, 2026318.2M
May 28, 2026310.9M
May 29, 2026422.1M
May 30, 2026318.1M
May 31, 2026218.6M
Jun 1, 2026219.6M
Jun 2, 2026313.2M
Jun 3, 202621M
Jun 4, 202621.4M
Jun 5, 20261972K
Jun 6, 202611.6M
Jun 7, 202611.9M
Jun 8, 202613.2M
Jun 9, 2026110.3M
Jun 10, 2026320M
Jun 11, 2026113.3M
Jun 12, 202600
Jun 13, 202600
Jun 14, 202622.1M
Jun 15, 2026194.2K
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Jun 24, 202613.6M
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Aug 1, 202600
Aug 2, 2026247.3K
Aug 3, 202600
Aug 4, 202600
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Aug 7, 20261319K
Aug 8, 2026118.4M
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Aug 24, 2026250.5M
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Aug 27, 202600
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Aug 31, 202600
Sep 1, 202600
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Sep 3, 202611.1M
Sep 4, 202600
Sep 5, 202600
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Sep 10, 202600
Sep 11, 202614
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Sep 18, 202600
Sep 19, 2026110
Sep 20, 202600
Sep 21, 2026110.2M
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Sep 29, 202616
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Token mix

How the 8.3B tokens split. Cache reads are usually most of an agent's tokens and are priced far below input.

  • Input5.6%
  • Output0.6%
  • Cache read87%
  • Cache write6.4%
  • Reasoning<0.1%

Agents that carry Claude Sonnet 4

Each agent's share of this model's tokens, and how many accounts used the model through it.

  1. Claude Code66% of this model's tokens81active users
  2. OpenCode17% of this model's tokens69active users
  3. OpenClaw5.0% of this model's tokens14active users
  4. Zed Agent3.1% of this model's tokens15active users
  5. Droid1.7% of this model's tokens5active users
  6. Roo Code1.7% of this model's tokens2active users
  7. Hermes Agent1.6% of this model's tokens11active users
  8. Amp1.1% of this model's tokens9active users
  9. Copilot1.0% of this model's tokens4active users
  10. Pi0.8% of this model's tokens9active users
  11. Kilo0.5% of this model's tokens1active users
  12. Oh My Pi0.1% of this model's tokens4active users
  13. Kiro<0.1% of this model's tokens11active users
  14. MiMo Code<0.1% of this model's tokens1active users
  15. Codex CLI<0.1% of this model's tokens2active users
  16. Senpi (OmO Native)<0.1% of this model's tokens1active users

Benchmarks

The best result for Claude Sonnet 4 in each benchmark Tokscale tracks. Each benchmark has its own unit, run conditions and source, so compare a score only with other models on the same benchmark. Rank is among the models Tokscale matched in that benchmark.

All benchmarks
  • Epoch Capabilities IndexOverall · Epoch AI
    141.9
    Rank #105 of 158 matched modelsNo conditions reportedModel released May 22, 2025Source: epoch.ai (opens in a new tab)
  • GPQA DiamondReasoning · Epoch AI
    79.2%
    Rank #92 of 160 matched models59K budgetRun date May 26, 2025Source: epoch.ai (opens in a new tab)

    Near its ceiling: the top score is 96.5%, and Epoch AI estimates the reachable maximum at 97%. Differences between top models are small.

    Show 3 more results with other run conditionsHide the other results
    • Listed as claude-sonnet-4-20250514_32K
      78.3%
      32K budgetRun date May 22, 2025Source: epoch.ai (opens in a new tab)
    • Listed as claude-sonnet-4-20250514_16K
      75.8%
      16K budgetRun date May 22, 2025Source: epoch.ai (opens in a new tab)
    • Listed as claude-sonnet-4-20250514
      66.7%
      No conditions reportedRun date May 22, 2025Source: epoch.ai (opens in a new tab)
  • Humanity's Last ExamReasoning · Center for AI Safety and Scale AI, collected by Epoch AI
    7.8%
    Rank #34 of 40 matched modelsNo conditions reportedModel released May 22, 2025Source: lastexam.ai (opens in a new tab)
    Show 1 more result with other run conditionsHide the other results
    • Listed as Claude Sonnet 4
      5.5%
      No conditions reportedModel released May 22, 2025Source: lastexam.ai (opens in a new tab)

Not evaluated: FrontierMath Tiers 1–3 (v2), SimpleQA Verified, Terminal-Bench 4.1, CursorBench, DeepSWE, FrontierSWE, Agent Arena, WebDev Arena. A missing result is not a score of zero.

Pricing

List prices from models.dev in US dollars per 1M tokens, retrieved Nov 12, 2026. Amazon Bedrock is the reference price for the estimates below. It is the first provider listed; models.dev lists no price from the lab's own API.

Price at real agent usageEstimate at list prices

What 1M tokens cost at the reference list price when they split into input, output and cache the way Tokscale users' agents used them. It is not what anyone paid.

At this model's mix
$0.76
Est. per 1M tokens
87% cache reads
At the community mix
$0.57
Est. per 1M tokens
93% cache reads
3:1 input/output blend
$6
Per 1M tokens at list prices
No cache

Cache reads were 87% of Claude Sonnet 4 tokens across all time and 93% of all tokens. The 3:1 blend, (3 × input + output) ÷ 4, is the usual comparison and ignores cache.

Assumptions

  • Amazon Bedrock list prices per 1M tokens: input $3, output $15, cache read $0.30, cache write $3.75.
  • This model's mix is its own input, output, cache and reasoning tokens across all time.
  • The community mix is the tokens of every identified model across all time.
  • This is an estimate at list prices, not what anyone paid.
  • Reasoning tokens are priced as output.
  • Long-context tiers, batch pricing and discounts are not applied.
  • Token mixes come from public Tokscale submissions. Hidden accounts are excluded.

List prices by provider

  • Amazon BedrockReferenceeu.anthropic.claude-sonnet-4-20250514-v1:0
    $3 input per 1M tokens$15 output per 1M tokens$0.30 cache read per 1M tokens$3.75 cache write per 1M tokens200K tokens of context
  • Vertexclaude-sonnet-4@20250514
    $3 input per 1M tokens$15 output per 1M tokens$0.30 cache read per 1M tokens$3.75 cache write per 1M tokens200K tokens of context
  • Vertex (Anthropic)claude-sonnet-4@20250514
    $3 input per 1M tokens$15 output per 1M tokens$0.30 cache read per 1M tokens$3.75 cache write per 1M tokens200K tokens of context

Specs

From models.dev (MIT), retrieved Nov 12, 2026, as the lab or the first listed provider reports them. A dash means models.dev does not list the value.

Context window
200K tokens
Max output
64K tokens
Input
Text, Image, PDF
Output
Text
Knowledge cutoff
Mar 31, 2025
Release date
May 22, 2025
Open weights
No
Reasoning
Yes
Tool calling
Yes

Top public profiles

Public profiles that used Claude Sonnet 4 most in this period, by tokens. Hidden accounts are never listed.

  1. 1John Shelburne@thecatfix1.5Btokens$802est. cost17active days$802 est. cost · 17 active days
  2. 2Gordon Lee@g0rdonL1.2Btokens$845est. cost53active days$845 est. cost · 53 active days
  3. 3Jeremy Mouton@jeremymouton1Btokens$762est. cost65active days$762 est. cost · 65 active days
  4. 4snuconnectome@snuconnectome363.3Mtokens$220est. cost26active days$220 est. cost · 26 active days
  5. 5Fabbri Paolo@jabawack81319.8Mtokens$363est. cost27active days$363 est. cost · 27 active days
  6. 6Yasser@Yasser-dev319.2Mtokens$167est. cost21active days$167 est. cost · 21 active days
  7. 7lazydecoder@wangbei98297.2Mtokens$130est. cost5active days$130 est. cost · 5 active days
  8. 8Sunghyun Kim@hellosunghyun261.8Mtokens$121est. cost19active days$121 est. cost · 19 active days
  9. 9Gian Crescini Santillan@lightshire153Mtokens$121est. cost20active days$121 est. cost · 20 active days
  10. 10jaw@Jawkx129.6Mtokens$82est. cost26active days$82 est. cost · 26 active days

More from Anthropic

Other Anthropic models in the same period, by active users.

  1. Claude Haiku 4.573% adoption1,805active users
  2. Claude Sonnet 4.664% adoption1,563active users
  3. Claude Opus 4.658% adoption1,413active users
  4. Claude Opus 4.851% adoption1,255active users
  5. Claude Sonnet 543% adoption1,054active users
  6. Claude Opus 543% adoption1,048active users
All models

Sources and attribution

Each score keeps its own source, unit and run conditions. Tokscale does not combine benchmarks into one score, and a missing score means the model was not evaluated, not that it scored zero.

  • Epoch AIEpoch Capabilities Index, Epoch's own runs and the external results it collects.CC BY 4.0 · Retrieved Nov 12, 2026 · Data through Nov 9, 2026Epoch AI, ‘Capabilities & benchmarking’. Published online at epoch.ai. Retrieved from https://epoch.ai/benchmarks.
  • models.devSpecs and list prices per provider.MIT · Retrieved Nov 12, 2026models.dev, an open catalog of AI models (github.com/anomalyco/models.dev).
  • TokscaleActive users, tokens and token mix from public Tokscale submissions. Hidden accounts are excluded.How we count