Multi-Source Reconciliation

FundVista never overwrites data — it stores what each source reported and computes truth at query time. When independent public sources disagree on the same number, we don't pick one silently: we show them all and a reliability-weighted consensus, with confidence.

Numbers where sources disagree

Ticker	Metric	Sources	Consensus	Confidence	Low	High	Spread
BDN	eps estimate	2	-0.020899999999999988	major discrepancy	-0.1818	0.14	1539.7%
COIN	eps estimate	2	0.01745	major discrepancy	-0.1151	0.15	1519.2%
DDD	eps	2	0.03	major discrepancy	-0.13	0.19	1066.7%
ALAB	revenue growth pct	2	-11.419999999999996	major discrepancy	-63.83	93.4	1063.4%
ILPT	eps estimate	2	0.0529	major discrepancy	-0.2142	0.32	1009.8%
MRLN	eps	2	0.6199999999999999	major discrepancy	-1.27	2.51	609.7%
SLG	eps estimate	2	0.31975	major discrepancy	-0.5505	1.19	544.3%
NEOG	eps estimate	2	-0.01815	major discrepancy	-0.0663	0.03	530.6%
BA	eps	2	0.6799999999999999	major discrepancy	-1.12	2.48	529.4%
XRX	eps estimate	2	-0.04295	major discrepancy	-0.1459	0.06	479.4%
DDD	eps	2	0.10499999999999998	major discrepancy	-0.08	0.29	352.4%
VSAT	eps estimate	2	-0.13190000000000002	major discrepancy	-0.3638	0.1	351.6%
VSAT	eps estimate	2	-0.13190000000000002	major discrepancy	-0.3638	0.1	351.6%
DDD	eps	2	0.15	major discrepancy	-0.07	0.37	293.3%
PDM	eps estimate	2	0.16985	major discrepancy	-0.0303	0.37	235.7%
HR	eps estimate	2	0.1897	major discrepancy	-0.0206	0.4	221.7%
MSTR	eps estimate	2	25.43505	major discrepancy	-1.1699	52.04	209.2%
HMR	eps estimate	3	0.01404871794871795	major discrepancy	0.0051	0.04	208.6%
AIOT	eps estimate	2	-0.00305	major discrepancy	-0.0061	0.0	200.0%
AMC	eps estimate	2	-0.03045	major discrepancy	-0.0609	0.0	200.0%
BBCP	eps estimate	2	0.0051	major discrepancy	0.0	0.0102	200.0%
HTLD	eps estimate	2	-0.00775	major discrepancy	-0.0155	0.0	200.0%
JAKK	eps estimate	2	0.08925	major discrepancy	0.0	0.1785	200.0%
SNDL	eps estimate	2	-0.00255	major discrepancy	-0.0051	0.0	200.0%
VNET	eps estimate	2	-0.1207	major discrepancy	-0.2414	0.0	200.0%
FUSD	adj close	2	16.084642857142857	major discrepancy	0.001	25.02	200.0%
P	eps estimate	2	0.20685	major discrepancy	0.01	0.4037	190.3%
NVDA	dividend	2	0.0384375	major discrepancy	0.001875	0.075	190.2%
NVDA	dividend	2	0.0384375	major discrepancy	0.001875	0.075	190.2%
NVDA	dividend	2	0.0384375	major discrepancy	0.001875	0.075	190.2%
NVDA	dividend	2	0.0384375	major discrepancy	0.001875	0.075	190.2%
NVDA	dividend	2	0.043562500000000004	major discrepancy	0.002125	0.085	190.2%
NVDA	dividend	2	0.043562500000000004	major discrepancy	0.002125	0.085	190.2%
NVDA	dividend	2	0.043562500000000004	major discrepancy	0.002125	0.085	190.2%
NVDA	dividend	2	0.043562500000000004	major discrepancy	0.002125	0.085	190.2%
NVDA	dividend	2	0.043562500000000004	major discrepancy	0.002125	0.085	190.2%
NVDA	dividend	2	0.043562500000000004	major discrepancy	0.002125	0.085	190.2%
NVDA	dividend	2	0.058937500000000004	major discrepancy	0.002875	0.115	190.2%
NVDA	dividend	2	0.058937500000000004	major discrepancy	0.002875	0.115	190.2%
NVDA	dividend	2	0.058937500000000004	major discrepancy	0.002875	0.115	190.2%
NVDA	dividend	2	0.058937500000000004	major discrepancy	0.002875	0.115	190.2%
NVDA	dividend	2	0.07175000000000001	major discrepancy	0.0035	0.14	190.2%
NVDA	dividend	2	0.07175000000000001	major discrepancy	0.0035	0.14	190.2%
NVDA	dividend	2	0.07175000000000001	major discrepancy	0.0035	0.14	190.2%
NVDA	dividend	2	0.076875	major discrepancy	0.00375	0.15	190.2%
NVDA	dividend	2	0.076875	major discrepancy	0.00375	0.15	190.2%
NVDA	dividend	2	0.076875	major discrepancy	0.00375	0.15	190.2%
NVDA	dividend	2	0.076875	major discrepancy	0.00375	0.15	190.2%
NVDA	dividend	2	0.082	major discrepancy	0.004	0.16	190.2%
NVDA	dividend	2	0.082	major discrepancy	0.004	0.16	190.2%

Consensus is reliability-weighted across sources; confidence reflects agreement and source count. Every value traces to its raw source response — see methodology.

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