GitHub[220K]Try OpenCode

Model Data

See which models are winning real usage, how the mix is shifting, and what that means for cost.

As of October 23, 2026, DeepSeek V4.1 Flash led OpenCode usage over the past 7 days with 116T tokens, followed by MiniMax-M3.1-Flash (42T) and GLM-5.3-Flash (9.6T).

Top Models. Usage of models across OpenCode.

Stacked top model usage chart
Datedeepseek-v4.1-flashminimax-m3.1-flashglm-5.3-flashmimo-v2.6-flashmuse-spark-1.3-contributorbeamnemotron-3-ultranemotron-3.5-super-vllongcat-2.5-previewOthertotal
AUG 290B0B453B0B0B0B627B0B0B8.0T9.1T
AUG 300B0B442B0B0B0B423B0B0B7.7T8.6T
AUG 310B0B669B0B0B0B378B0B0B9.4T10T
SEP 10B0B695B0B0B0B368B0B0B9.5T11T
SEP 20B0B581B0B117B0B412B0B0B9.3T10T
SEP 30B0B538B0B3.3T0B388B0B0B8.0T12T
SEP 40B0B485B0B4.4T0B398B0B0B7.3T13T
SEP 50B0B364B0B4.6T0B414B0B0B5.9T11T
SEP 60B0B343B0B4.6T0B390B0B0B5.7T11T
SEP 70B0B516B0B4.5T0B426B0B0B6.8T12T
SEP 80B0B506B0B4.6T0B318B0B0B7.0T12T
SEP 90B0B546B0B5.7T0B322B0B0B6.7T13T
SEP 103.0T0B603B0B5.9T0B336B0B0B6.5T16T
SEP 115.0T0B468B0B5.2T0B272B0B0B5.1T16T
SEP 125.4T0B400B0B5.5T0B410B0B0B4.7T16T
SEP 135.6T0B403B0B4.4T0B311B0B0B4.6T15T
SEP 146.5T0B624B0B5.0T0B307B0B0B5.5T18T
SEP 157.5T0B635B0B5.1T0B306B0B0B5.6T19T
SEP 168.2T0B596B0B5.3T0B391B0B0B5.6T20T
SEP 178.8T0B566B0B5.9T0B438B0B0B5.1T21T
SEP 188.2T0B0B0B5.9T0B541B0B0B4.8T19T
SEP 196.5T0B380B0B4.7T0B515B0B0B4.1T16T
SEP 206.9T0B426B0B4.8T0B503B0B0B4.2T17T
SEP 218.9T0B566B32B5.4T0B489B0B0B4.9T20T
SEP 228.0T0B506B941B5.7T0B507B0B0B4.8T20T
SEP 237.0T1.5T446B1.2T5.8T0B307B0B0B4.3T21T
SEP 246.2T6.8T402B1.2T5.4T0B398B0B0B4.1T25T
SEP 254.6T9.0T370B1.3T5.1T0B642B0B0B2.7T24T
SEP 264.3T7.9T309B1.2T5.1T0B731B0B136B1.7T21T
SEP 274.4T8.3T299B1.2T5.1T0B663B0B359B1.5T22T
SEP 286.3T8.7T413B1.5T5.5T0B634B0B529B2.3T26T
SEP 296.5T9.6T408B1.5T5.3T0B465B0B543B2.1T26T
SEP 305.8T10T389B1.5T4.8T0B459B0B546B1.9T25T
OCT 15.0T9.7T300B1.4T4.6T0B524B0B427B1.5T23T
OCT 24.9T9.0T277B1.4T4.4T0B536B0B321B1.6T22T
OCT 34.5T8.3T245B1.3T5.0T0B577B0B292B1.4T22T
OCT 44.6T8.9T253B1.3T5.2T0B650B0B278B1.5T23T
OCT 55.6T9.9T327B1.5T5.8T0B564B0B278B1.7T26T
OCT 66.0T5.8T335B2.2T6.1T0B516B0B369B2.2T24T
OCT 75.9T3.9T361B2.4T5.8T0B578B0B368B2.2T22T
OCT 86.6T3.7T381B2.4T5.9T0B588B0B348B2.4T22T
OCT 97.4T3.5T391B1.8T5.6T0B640B0B360B2.9T23T
OCT 107.3T3.3T352B1.5T5.8T0B681B0B315B3.0T22T
OCT 116.7T3.0T317B1.3T5.8T0B732B0B254B2.5T21T
OCT 129.4T3.1T485B1.6T5.9T0B705B0B275B2.4T24T
OCT 1311T3.1T462B1.6T6.1T135B657B0B263B2.4T26T
OCT 1411T3.0T474B1.6T6.1T340B659B0B339B2.0T26T
OCT 1513T2.9T489B1.8T5.7T330B476B87B370B1.9T27T
OCT 1615T2.5T758B1.6T5.3T427B42B293B370B1.2T27T
OCT 1714T2.6T1.4T1.3T1.2T836B41B374B387B784B23T
OCT 1813T2.2T1.2T1.4T1.1T761B510B334B328B673B22T
OCT 1918T4.7T1.5T1.7T1.3T822B508B335B342B1.1T30T
OCT 2019T10T1.5T1.6T1.2T679B637B331B322B1.0T37T
OCT 2119T14T1.4T1.2T1.1T626B692B307B164B995B40T
OCT 2218T7.5T1.5T933B1.1T817B642B291B1B1.3T32T
OCT 2314T115B1.1T649B842B784B432B226B10B1.2T20T
04
mimo-v2.6-flash8.7T tokens
Xiaomi-21% vs previous week
05
muse-spark-1.3-contributor7.8T tokens
Meta-81% vs previous week
06
beam5.3T tokens
Reflection+332% vs previous week
07
nemotron-3-ultra3.5T tokens
NVIDIA-12% vs previous week
08
nemotron-3.5-super-vl2.2T tokens
NVIDIA+479% vs previous week
09
longcat-2.5-preview1.6T tokens
Meituan-29% vs previous week
10
deepseek-v4-flash1.0T tokens
DeepSeek-70% vs previous week
11
deepseek-v4.1-flash-10171.0T tokens
DeepSeekNew
12
gpt-6-luna872B tokens
OpenAI-2% vs previous week
13
deepseek-v4-pro641B tokens
DeepSeek+1% vs previous week
14
nemotron-3.5-lightning542B tokens
NVIDIA-38% vs previous week
15
mimo-v2.6-pro494B tokens
Xiaomi-18% vs previous week
16
mimo-v2.5332B tokens
Xiaomi-11% vs previous week
17
claude-haiku-5-5289B tokens
Anthropic-19% vs previous week
18
qwen3.8-flash279B tokens
Qwen-12% vs previous week
01
deepseek-v4.1-flash116T tokens
DeepSeek+59% vs previous week
02
minimax-m3.1-flash42T tokens
MiniMax+100% vs previous week
03
glm-5.3-flash9.6T tokens
Zhipu+189% vs previous week
04
mimo-v2.6-flash8.7T tokens
Xiaomi-21% vs previous week
05
muse-spark-1.3-contributor7.8T tokens
Meta-81% vs previous week
06
beam5.3T tokens
Reflection+332% vs previous week
07
nemotron-3-ultra3.5T tokens
NVIDIA-12% vs previous week
08
nemotron-3.5-super-vl2.2T tokens
NVIDIA+479% vs previous week
09
longcat-2.5-preview1.6T tokens
Meituan-29% vs previous week
10
deepseek-v4-flash1.0T tokens
DeepSeek-70% vs previous week
11
deepseek-v4.1-flash-10171.0T tokens
DeepSeekNew
12
gpt-6-luna872B tokens
OpenAI-2% vs previous week
13
deepseek-v4-pro641B tokens
DeepSeek+1% vs previous week
14
nemotron-3.5-lightning542B tokens
NVIDIA-38% vs previous week
15
mimo-v2.6-pro494B tokens
Xiaomi-18% vs previous week
16
mimo-v2.5332B tokens
Xiaomi-11% vs previous week
17
claude-haiku-5-5289B tokens
Anthropic-19% vs previous week
18
qwen3.8-flash279B tokens
Qwen-12% vs previous week
LEARN MORETOP MODELS▸

Unique Users. Daily unique OpenCode users by model.

Stacked unique user chart by model
Datedeepseek-v4.1-flashmimo-v2.6-flashgpt-6-lunaglm-5.3-flashminimax-m3.1-flashbeamlongcat-2.5-previewmuse-spark-1.3-contributordeepseek-v4-proOthertotal
AUG 2900017K000012K237K266K
AUG 3000016K000011K232K260K
AUG 3100024K000017K311K352K
SEP 100024K000017K301K343K
SEP 200023K0002.6K16K290K332K
SEP 300024K00025K15K288K352K
SEP 400022K00029K13K264K328K
SEP 500016K00027K8.9K203K254K
SEP 600015K00028K8.8K194K246K
SEP 700021K00033K12K243K309K
SEP 800021K00035K11K232K299K
SEP 900020K00034K11K218K283K
SEP 1032K0021K00035K12K220K319K
SEP 1143K0017K00034K8.7K191K293K
SEP 1238K0013K00031K6.0K147K235K
SEP 1339K0012K00031K6.0K147K235K
SEP 1454K0020K00038K9.3K196K317K
SEP 1555K0020K00038K8.8K195K317K
SEP 1658K0019K00038K8.5K207K331K
SEP 1768K0020K00034K8.6K204K334K
SEP 1863K00000036K7.6K176K282K
SEP 1953K0015K00035K6.7K148K258K
SEP 2054K0016K00029K6.9K135K242K
SEP 2180K2.2K021K00038K9.6K169K320K
SEP 2266K41K019K00036K8.2K162K333K
SEP 2362K39K2.5K18K6.9K0035K7.4K138K308K
SEP 2460K37K12K16K20K0034K6.8K120K306K
SEP 2549K21K12K13K34K0232K5.8K92K260K
SEP 2645K18K11K12K36K03.4K29K4.9K73K231K
SEP 2746K17K12K12K35K06.7K28K4.8K71K233K
SEP 2862K22K16K15K45K08.4K34K7.1K97K307K
SEP 2968K23K17K15K49K08.4K36K7.1K94K317K
SEP 3061K22K16K15K50K08.1K34K6.6K88K301K
OCT 156K22K15K13K49K07.5K33K5.9K75K277K
OCT 254K22K15K13K46K07.3K32K5.7K77K271K
OCT 346K18K13K11K41K06.9K29K4.5K68K236K
OCT 445K17K13K11K41K06.8K29K4.5K67K234K
OCT 554K21K17K13K50K07.9K35K6.1K81K284K
OCT 658K41K17K14K35K012K38K6.2K93K315K
OCT 765K42K18K14K25K013K39K6.2K100K321K
OCT 874K42K20K15K25K013K37K6.7K114K347K
OCT 988K31K20K15K24K013K35K6.4K109K341K
OCT 1080K28K17K13K22K012K31K5.3K98K307K
OCT 1173K22K16K11K19K012K31K4.8K89K278K
OCT 1299K29K24K16K20K014K37K6.7K115K360K
OCT 13102K27K26K16K19K6.7K13K37K7.1K112K367K
OCT 14107K32K28K16K18K11K13K36K7.6K107K376K
OCT 15123K42K29K17K18K8.9K13K35K8.1K105K399K
OCT 16128K42K27K27K18K11K15K34K7.5K98K408K
OCT 17121K39K24K31K18K14K15K11K6.3K81K359K
OCT 1898K28K21K23K14K12K11K7.9K5.4K62K282K
OCT 19137K36K32K30K24K13K13K9.8K7.8K86K388K
OCT 20142K35K33K30K29K12K12K9.3K7.5K83K393K
OCT 21144K27K34K32K47K12K12K9.4K7.7K86K412K
OCT 22149K24K34K32K40K14K6.5K9.4K7.7K95K411K
OCT 23139K20K29K28K3.4K13K2.5K8.7K6.1K83K332K

Weekly Retention. Weekly users returning the next week.

RankModelRetentionRateEligible
01mimo-v2.6-flash82.6%4.6K
02step-5-preview77.1%933
03muse-spark-1.2-contributor76.7%7.4K
04minimax-m3.1-flash76.4%10K
05kimi-k2.572.9%133
06claude-haiku-5-572.2%1.1K
07mimo-v2.570.6%23K
08hy370.1%2.9K
09muse-spark-1.3-contributor69.8%49K
10deepseek-v4.1-flash68.9%318K
11minimax-m2.568.5%219
12mimo-v2.6-pro68.1%4.1K
13deepseek-v4-flash67.2%194K
14gpt-6-luna66.7%6.5K
15longcat-2.066.6%772
LEARN MORETOP MODELS▸

Session Cost. Average cost per session.

COST / SESSION

TOKENS / SESSION

Cost/Session$0.0189

Tokens/Session1.7M

LEARN MORESESSION COST▸

Token Cost. Price per 1M tokens.

Input$0.12

Output$0.42

Cached$0.03

LEARN MORETOKEN COST▸

Cache Ratio. Share of input tokens served from cache.

Cache Ratio96%

Cached5.1T

Uncached205.3B

LEARN MORECACHE RATIO▸

Market Share. Compare token share by model author.

Market share by model author
DateDeepSeekMetaMiniMaxXiaomiNVIDIAZhipuOtherMeituanStepFun
AUG 2942.9%20.1%0.4%12.2%8.3%5.5%10.3%0.2%0.0%
AUG 3045.6%21.7%0.5%14.9%6.7%5.7%4.7%0.2%0.0%
AUG 3145.6%20.4%0.6%17.2%4.8%7.1%4.1%0.2%0.0%
SEP 144.8%21.5%0.6%16.8%4.6%7.3%4.1%0.2%0.0%
SEP 243.1%24.3%0.6%16.5%5.0%6.2%4.1%0.2%0.0%
SEP 334.8%39.4%0.5%12.9%4.1%4.9%3.3%0.2%0.0%
SEP 428.6%43.6%0.4%13.9%4.2%4.2%4.9%0.2%0.0%
SEP 528.3%47.7%0.3%10.6%4.9%3.5%4.7%0.1%0.0%
SEP 628.3%48.0%0.3%10.8%4.7%3.4%4.5%0.1%0.0%
SEP 730.4%43.0%0.4%11.6%4.2%4.6%5.5%0.1%0.0%
SEP 831.2%43.1%0.5%12.1%3.1%4.5%5.5%0.1%0.0%
SEP 927.8%48.0%0.4%11.3%3.0%4.4%5.0%0.1%0.0%
SEP 1040.1%39.7%0.3%10.3%2.5%3.9%3.0%0.1%0.0%
SEP 1148.9%35.7%0.3%8.1%2.0%3.1%1.9%0.1%0.0%
SEP 1250.3%36.4%0.2%5.9%3.0%2.6%1.6%0.0%0.0%
SEP 1354.6%31.9%0.2%6.5%2.3%2.8%1.6%0.0%0.0%
SEP 1453.7%30.7%0.3%7.6%1.9%3.7%2.0%0.0%0.0%
SEP 1555.7%29.3%0.3%7.1%2.1%3.5%2.0%0.0%0.0%
SEP 1656.6%28.8%0.3%6.5%2.3%3.2%2.3%0.0%0.0%
SEP 1755.9%30.2%0.2%4.8%2.5%2.9%3.5%0.0%0.0%
SEP 1857.2%32.5%0.2%4.8%3.2%0.2%1.8%0.0%0.0%
SEP 1955.4%31.7%0.2%4.9%3.4%2.5%1.9%0.0%0.0%
SEP 2056.3%30.8%0.2%4.9%3.2%2.7%1.8%0.0%0.0%
SEP 2158.3%29.1%0.2%4.9%2.6%3.0%1.9%0.0%0.0%
SEP 2254.3%29.9%0.2%8.5%2.7%2.7%1.7%0.0%0.0%
SEP 2348.4%30.7%7.4%7.8%1.7%2.3%1.6%0.0%0.0%
SEP 2437.1%23.9%28.0%6.0%1.8%1.8%1.4%0.0%0.0%
SEP 2527.0%22.6%37.9%6.6%2.8%1.7%1.4%0.0%0.0%
SEP 2624.7%24.5%37.1%6.6%3.6%1.5%1.4%0.7%0.0%
SEP 2723.9%23.8%38.1%6.5%3.2%1.5%1.3%1.7%0.0%
SEP 2830.0%21.6%33.8%6.7%2.7%1.7%1.4%2.1%0.0%
SEP 2929.8%20.4%36.5%6.6%1.9%1.7%1.1%2.1%0.0%
SEP 3027.5%19.2%39.8%6.7%1.9%1.7%1.0%2.2%0.0%
OCT 125.0%19.9%41.7%6.8%2.4%1.4%1.0%1.8%0.0%
OCT 225.4%20.1%40.1%7.2%2.6%1.4%1.8%1.4%0.0%
OCT 323.8%23.2%38.5%6.9%2.9%1.2%2.2%1.4%0.0%
OCT 422.9%23.2%39.3%6.6%3.2%1.2%2.2%1.2%0.0%
OCT 524.5%22.8%38.7%6.6%2.5%1.4%2.4%1.1%0.0%
OCT 630.0%26.1%24.7%10.3%2.5%1.6%3.2%1.6%0.0%
OCT 732.8%27.2%18.2%11.8%3.1%1.8%3.3%1.7%0.0%
OCT 834.5%26.6%16.7%11.6%3.0%1.9%2.6%1.6%1.6%
OCT 937.5%25.0%15.8%8.4%3.3%1.9%1.4%1.6%5.2%
OCT 1036.9%26.1%15.1%7.4%3.5%1.7%1.3%1.4%6.6%
OCT 1136.1%28.4%14.6%6.9%4.1%1.7%1.2%1.3%5.7%
OCT 1243.2%25.0%13.2%7.5%3.6%2.2%1.5%1.2%2.6%
OCT 1345.7%24.1%12.4%7.0%3.2%2.0%2.0%1.0%2.6%
OCT 1445.4%23.8%11.8%6.9%3.2%2.0%2.8%1.3%2.8%
OCT 1548.8%21.5%11.0%7.3%2.7%2.0%2.6%1.4%2.8%
OCT 1655.3%19.5%9.2%6.6%1.4%2.9%3.1%1.4%0.7%
OCT 1762.3%5.4%11.4%6.0%2.0%6.3%4.9%1.7%0.1%
OCT 1861.6%5.1%10.4%7.1%4.0%5.5%4.6%1.5%0.1%
OCT 1960.8%4.3%15.6%6.1%3.1%5.1%3.9%1.1%0.1%
OCT 2053.2%3.3%28.1%4.6%2.9%4.2%2.8%0.9%0.0%
OCT 2148.2%2.7%36.3%3.4%2.8%3.7%2.4%0.4%0.0%
OCT 2258.3%3.5%23.3%3.3%3.2%4.8%3.6%0.0%0.0%
OCT 2376.3%4.3%0.7%3.8%3.8%5.7%5.3%0.1%0.0%
  1. 01DeepSeek15T tokens76.3%
  2. 02Zhipu1.1T tokens5.7%
  4. 04Meta851B tokens4.3%
  5. 05Xiaomi744B tokens3.8%
  6. 06NVIDIA738B tokens3.8%
  7. 07MiniMax141B tokens0.7%
  8. 08Meituan11B tokens0.1%
  9. 09StepFun2.3B tokens0.0%

[*]OCT 23 2026

LEARN MOREMARKET SHARE▸

Geographic Breakdown

LEARN MOREGEO BREAKDOWN▸

Methodology. How this data is collected.

Updates
Aggregated every hour. Days and weeks use UTC.
Tokens
Input, output, reasoning, and cached tokens for each request.
Users and sessions
Approximate counts of distinct users and OpenCode sessions.
Cost
Session cost is the average cost per OpenCode session. Token prices are list prices from the OpenCode model catalog.
Retention
The share of a model's users in one week who use it again the next week.
Citation
Cite OpenCode Data (opencode.ai/data) with the update time shown at the top of the page.

Model Comparisons. Popular model pairs from the leaderboard.